MLX Model Test Report

Generated 2026-04-07 09:29 · AFM MLX Backend · v0.9.10-f582ac5

mlx-model-test.sh --model mlx-community/Qwen3.5-35B-A3B-4bit --prompts Scripts/test-llm-comprehensive.txt --smart 1:codex

Test Runs
190
Passed
190
Failed
0
Best tok/s
155.3
Fastest
mlx-community/Qwen3.5-35B-A3B-4bit @ stop-long-phrase

Performance Ranking (by tokens/sec)

Click a row to jump to its full response below.

# Test Model / Config Status codex Temp Load (s) Tokens Gen (s) Tokens/sec Prompt
1 102 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-long-phrase stop-long-phrase OK 5 0.0 2.0 1143 7.36
155.3
Write a 3-paragraph essay about renewable energy. Start the ...
2 82 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-period stop-period OK 2 0.0 2.0 692 5.53
125.1
Tell me about the sun in three sentences.
3 78 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-double-newline stop-double-newline OK 2 0.0 2.0 742 5.93
125.1
Write a short paragraph about the ocean. Then write a second...
4 108 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-immediate stop-immediate OK 2 0.0 2.0 767 6.19
123.9
Explain what gravity is.
5 115 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-four-max stop-four-max OK 2 0.0 1.0 818 6.7
122.1
Name three primary colors and explain why they matter in des...
6 36 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-simple guided-json-simple
--guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"}},"required":["name","age"]}'
OK 2 0.0 2.0 1373 11.37
120.8
Generate a person record.
7 130 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-json response-format-json OK 5 0.0 2.0 1303 10.82
120.5
Return a JSON object with keys "language", "year_created", a...
8 138 mlx-community/Qwen3.5-35B-A3B-4bit @ think-raw think-raw
--raw
OK 5 0.0 2.0 833 6.92
120.4
Solve step by step: If a train travels at 60 mph for 2.5 hou...
9 81 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-period stop-period OK 2 0.0 2.0 831 6.92
120.1
Name three primary colors and explain why they matter in des...
10 38 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-nested guided-json-nested
--guided-json '{"type":"object","properties":{"city":{"type":"string"},"population":{"type":"integer"},"landmarks":{"type":"array","items":{"type":"string"}}},"required":["city","population","landmarks"]}'
OK 2 0.0 1.0 937 7.81
120.0
Describe Tokyo as a structured record with at least 3 landma...
11 2 mlx-community/Qwen3.5-35B-A3B-4bit @ greedy greedy OK 4 0.0 3.0 546 4.56
119.8
Explain why the sky is blue in exactly 3 bullet points.
12 140 mlx-community/Qwen3.5-35B-A3B-4bit @ streaming-seeded streaming-seeded
--seed 123
OK 4 0.7 2.0 2469 20.61
119.8
Write a 4-line poem about the ocean.
13 186 mlx-community/Qwen3.5-35B-A3B-4bit @ math math OK 5 0.0 2.0 1830 15.3
119.6
A store sells notebooks for $3.50 each. If you buy 5 or more...
14 136 mlx-community/Qwen3.5-35B-A3B-4bit @ think-normal think-normal OK 5 0.0 2.0 833 6.97
119.5
Solve step by step: If a train travels at 60 mph for 2.5 hou...
15 10 mlx-community/Qwen3.5-35B-A3B-4bit @ top-k top-k
--top-k 30
OK 5 0.8 1.0 808 6.77
119.3
Explain why the sky is blue in exactly 3 bullet points.
16 121 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-high-temp stop-high-temp OK 2 1.0 2.0 1892 15.86
119.3
Name three primary colors and explain why they matter in des...
17 32 mlx-community/Qwen3.5-35B-A3B-4bit @ json-output json-output OK 5 0.0 2.0 384 3.22
119.2
Respond with a valid JSON object containing keys "name", "ag...
18 58 mlx-community/Qwen3.5-35B-A3B-4bit @ small-kv small-kv
--max-kv-size 2048
OK 5 0.7 2.0 1099 9.22
119.2
Summarize the key ideas of machine learning in a few paragra...
19 26 mlx-community/Qwen3.5-35B-A3B-4bit @ pirate pirate OK 4 0.7 2.0 1513 12.7
119.1
Tell me about quantum computing.
20 75 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-newline stop-newline OK 2 0.0 2.0 817 6.86
119.1
Name three primary colors and explain why they matter in des...
21 54 mlx-community/Qwen3.5-35B-A3B-4bit @ long-output long-output OK 3 0.7 2.0 1992 16.76
118.9
Write a detailed recipe for chocolate chip cookies with ingr...
22 107 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-immediate stop-immediate OK 2 0.0 2.0 817 6.87
118.8
Name three primary colors and explain why they matter in des...
23 170 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param tool-call-nullable-param OK 2 0.0 1.0 573 4.82
118.8
What is the weather in Chicago?
24 100 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-json-object-key stop-json-object-key OK 2 0.0 2.0 4096 34.49
118.8
Generate a JSON object with keys "name", "age", and "city" f...
25 8 mlx-community/Qwen3.5-35B-A3B-4bit @ top-p top-p
--top-p 0.9
OK 5 0.8 2.0 577 4.86
118.7
Explain why the sky is blue in exactly 3 bullet points.
26 92 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-non-streaming stop-non-streaming
--no-streaming
OK 2 0.0 1.0 4096 34.51
118.7
List 10 planets or celestial objects, numbered 1 through 10,...
27 148 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role developer-role OK 5 0.0 2.0 437 3.69
118.6
Write a Python function that reverses a string.
28 116 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-four-max stop-four-max OK 2 0.0 1.0 4096 34.55
118.6
List 10 facts about numbers, alternating between digit forma...
29 77 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-double-newline stop-double-newline OK 2 0.0 2.0 817 6.89
118.5
Name three primary colors and explain why they matter in des...
30 16 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run1 seed-42-run1
--seed 42
OK 2 0.7 2.0 4096 34.58
118.4
Write a limerick about a cat.
31 12 mlx-community/Qwen3.5-35B-A3B-4bit @ min-p min-p
--min-p 0.05
OK 5 0.8 2.0 989 8.35
118.4
Explain why the sky is blue in exactly 3 bullet points.
32 188 mlx-community/Qwen3.5-35B-A3B-4bit @ long-form long-form OK 4 0.7 2.0 3556 30.03
118.4
Write a detailed technical blog post explaining how Mixture-...
33 172 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-none tool-call-none OK 5 0.0 2.0 475 4.01
118.4
What is the current temperature in Berlin?
34 180 mlx-community/Qwen3.5-35B-A3B-4bit @ multilingual multilingual OK 5 0.3 2.0 635 5.37
118.3
Translate "Hello, how are you?" into French, Spanish, Japane...
35 18 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run2 seed-42-run2
--seed 42
OK 2 0.7 2.0 4096 34.63
118.3
Write a limerick about a cat.
36 68 mlx-community/Qwen3.5-35B-A3B-4bit @ no-streaming no-streaming
--no-streaming
OK 3 0.7 2.0 2751 23.27
118.2
Write a short poem about the moon.
37 161 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi tool-call-multi OK 2 0.0 2.0 1169 9.89
118.2
What is the weather in London and what time is it in Tokyo?
38 62 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-default prefill-default OK 5 0.0 2.0 3652 30.91
118.1
Given this architecture, what are the top 3 performance bott...
39 96 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-comma stop-guided-json-comma
--guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"},"city":{"type":"string"}},"required":["name","age","city"]}'
OK 2 0.0 2.0 763 6.46
118.1
Generate a person profile for someone named Alice who is 30 ...
40 50 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn3 agent-cached-turn3
--enable-prefix-caching
OK 2 0.0 2.0 356 3.02
117.9
Write a unit test for the timeout feature you just described...
41 66 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-small-256 prefill-small-256
--prefill-step-size 256
OK 5 0.0 2.0 3652 30.98
117.9
Given this architecture, what are the top 3 performance bott...
42 155 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto tool-call-auto OK 2 0.0 2.0 502 4.26
117.7
What is the weather in Tokyo?
43 158 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml tool-call-xml
--tool-call-parser xmlFunction
OK 2 0.0 2.0 4096 34.84
117.6
What is the weather in Paris in celsius?
44 176 mlx-community/Qwen3.5-35B-A3B-4bit @ long-prompt long-prompt OK 5 0.0 2.0 831 7.07
117.5
Repeat after me exactly: The quick brown fox jumps over the ...
45 147 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role developer-role OK 2 0.0 2.0 4096 34.9
117.4
developer: You are a helpful coding assistant. Only respond ...
46 64 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-large-4096 prefill-large-4096
--prefill-step-size 4096
OK 5 0.0 2.0 3652 31.14
117.3
Given this architecture, what are the top 3 performance bott...
47 134 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-text response-format-text OK 2 0.0 2.0 370 3.16
116.9
Tell me the language Python, what year it was created, and w...
48 174 mlx-community/Qwen3.5-35B-A3B-4bit @ minimal-prompt minimal-prompt OK 5 0.7 1.0 302 2.59
116.8
Hi
49 34 mlx-community/Qwen3.5-35B-A3B-4bit @ numbered-list numbered-list OK 5 0.0 2.0 489 4.19
116.6
List exactly 5 animals, one per line, numbered 1-5. No other...
50 9 mlx-community/Qwen3.5-35B-A3B-4bit @ top-k top-k
--top-k 30
OK 3 0.8 1.0 3080 26.42
116.6
Name three primary colors and explain why they matter in des...
51 30 mlx-community/Qwen3.5-35B-A3B-4bit @ eli5 eli5 OK 5 0.7 2.0 1378 11.82
116.6
Tell me about quantum computing.
52 106 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-no-match stop-no-match OK 2 0.0 3.0 256 2.2
116.4
Explain the difference between TCP and UDP in a few sentence...
53 117 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-pirate stop-system-pirate OK 2 0.0 2.0 4096 35.18
116.4
Name three primary colors and explain why they matter in des...
54 152 mlx-community/Qwen3.5-35B-A3B-4bit @ very-verbose very-verbose
--very-verbose
OK 5 0.7 2.0 362 3.11
116.4
Hello, how are you?
55 6 mlx-community/Qwen3.5-35B-A3B-4bit @ high-temp high-temp OK 5 1.5 3.0 1201 10.33
116.3
Explain why the sky is blue in exactly 3 bullet points.
56 164 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex tool-call-complex OK 2 0.0 2.0 458 3.95
116.0
Search recursively for all Swift files under Sources/ with a...
57 167 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param tool-call-array-param OK 2 0.0 2.0 279 2.41
115.9
Create three todo items: Buy milk, Call dentist, Fix bug #42...
58 25 mlx-community/Qwen3.5-35B-A3B-4bit @ pirate pirate OK 2 0.7 2.0 4096 35.35
115.9
Name three primary colors and explain why they matter in des...
59 98 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-brace stop-guided-json-brace
--guided-json '{"type":"object","properties":{"color":{"type":"string"},"hex":{"type":"string"}},"required":["color","hex"]}'
OK 2 0.0 2.0 1063 9.17
115.9
Describe the color blue with its hex code.
60 109 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-special-chars stop-special-chars OK 2 0.0 2.0 824 7.12
115.8
Name three primary colors and explain why they matter in des...
61 145 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens max-completion-tokens OK 2 0.0 2.0 2300 19.89
115.6
Explain the causes and consequences of the French Revolution...
62 28 mlx-community/Qwen3.5-35B-A3B-4bit @ scientist scientist OK 5 0.3 1.0 2192 18.97
115.6
Tell me about quantum computing.
63 60 mlx-community/Qwen3.5-35B-A3B-4bit @ kv-quantized kv-quantized
--kv-bits 4
OK 5 0.7 2.0 1078 9.33
115.6
Summarize the key ideas of machine learning in a few paragra...
64 61 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-default prefill-default OK 5 0.0 2.0 2610 22.59
115.5
Name three primary colors and explain why they matter in des...
65 95 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-comma stop-guided-json-comma
--guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"},"city":{"type":"string"}},"required":["name","age","city"]}'
OK 2 0.0 2.0 826 7.15
115.5
Name three primary colors and explain why they matter in des...
66 132 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-schema response-format-schema OK 2 0.0 2.0 1478 12.79
115.5
Generate a fictional person profile.
67 53 mlx-community/Qwen3.5-35B-A3B-4bit @ long-output long-output OK 2 0.7 2.0 2000 17.33
115.4
Name three primary colors and explain why they matter in des...
68 63 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-large-4096 prefill-large-4096
--prefill-step-size 4096
OK 5 0.0 2.0 2610 22.63
115.3
Name three primary colors and explain why they matter in des...
69 4 mlx-community/Qwen3.5-35B-A3B-4bit @ default default OK 5 0.7 2.0 1082 9.4
115.1
Explain why the sky is blue in exactly 3 bullet points.
70 67 mlx-community/Qwen3.5-35B-A3B-4bit @ no-streaming no-streaming
--no-streaming
OK 4 0.7 2.0 2147 18.69
114.9
Name three primary colors and explain why they matter in des...
71 142 mlx-community/Qwen3.5-35B-A3B-4bit @ non-streaming-seeded non-streaming-seeded
--no-streaming --seed 123
OK 4 0.7 3.0 2469 21.5
114.9
Write a 4-line poem about the ocean.
72 20 mlx-community/Qwen3.5-35B-A3B-4bit @ no-penalty no-penalty
--presence-penalty 0.0
OK 5 0.8 2.0 4025 35.08
114.7
Write a long essay about the history of bread making across ...
73 154 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto tool-call-auto OK 2 0.0 2.0 330 2.88
114.7
tools: [{"type":"function","function":{"name":"get_weather",...
74 157 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml tool-call-xml
--tool-call-parser xmlFunction
OK 2 0.0 2.0 330 2.88
114.7
tools: [{"type":"function","function":{"name":"get_weather",...
75 69 mlx-community/Qwen3.5-35B-A3B-4bit @ raw-mode raw-mode
--raw
OK 2 0.7 2.0 2100 18.33
114.6
Name three primary colors and explain why they matter in des...
76 141 mlx-community/Qwen3.5-35B-A3B-4bit @ non-streaming-seeded non-streaming-seeded
--no-streaming --seed 123
OK 5 0.7 3.0 1501 13.12
114.4
Name three primary colors and explain why they matter in des...
77 57 mlx-community/Qwen3.5-35B-A3B-4bit @ small-kv small-kv
--max-kv-size 2048
OK 5 0.7 2.0 1458 12.75
114.3
Name three primary colors and explain why they matter in des...
78 70 mlx-community/Qwen3.5-35B-A3B-4bit @ raw-mode raw-mode
--raw
OK 4 0.7 2.0 1589 13.91
114.3
Think step by step: what is 17 * 23?
79 27 mlx-community/Qwen3.5-35B-A3B-4bit @ scientist scientist OK 4 0.3 1.0 2005 17.57
114.1
Name three primary colors and explain why they matter in des...
80 150 mlx-community/Qwen3.5-35B-A3B-4bit @ verbose verbose
--verbose
OK 5 0.7 2.0 394 3.45
114.1
Hello, how are you?
81 139 mlx-community/Qwen3.5-35B-A3B-4bit @ streaming-seeded streaming-seeded
--seed 123
OK 4 0.7 2.0 1501 13.2
113.7
Name three primary colors and explain why they matter in des...
82 178 mlx-community/Qwen3.5-35B-A3B-4bit @ special-chars special-chars OK 2 0.0 2.0 4028 35.6
113.1
Repeat these characters exactly: <tag> "quotes" 'apostrophes...
83 19 mlx-community/Qwen3.5-35B-A3B-4bit @ no-penalty no-penalty
--presence-penalty 0.0
OK 4 0.8 2.0 1230 10.88
113.0
Name three primary colors and explain why they matter in des...
84 160 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi tool-call-multi OK 3 0.0 2.0 287 2.54
113.0
tools: [{"type":"function","function":{"name":"get_weather",...
85 80 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-word stop-word OK 3 0.0 2.0 1214 10.75
113.0
Name 5 programming languages and briefly describe each one.
86 144 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens max-completion-tokens OK 2 0.0 2.0 1174 10.41
112.8
max_completion_tokens: 100
87 166 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param tool-call-array-param OK 2 0.0 2.0 270 2.4
112.7
tools: [{"type":"function","function":{"name":"todowrite","d...
88 17 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run2 seed-42-run2
--seed 42
OK 5 0.7 2.0 1135 10.08
112.7
Name three primary colors and explain why they matter in des...
89 7 mlx-community/Qwen3.5-35B-A3B-4bit @ top-p top-p
--top-p 0.9
OK 4 0.8 2.0 1519 13.5
112.5
Name three primary colors and explain why they matter in des...
90 125 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run2 stop-seed-run2 OK 2 0.7 2.0 1135 10.09
112.5
Name three primary colors and explain why they matter in des...
91 120 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-numbered stop-system-numbered OK 5 0.0 2.0 874 7.78
112.4
What are the main benefits of exercise?
92 56 mlx-community/Qwen3.5-35B-A3B-4bit @ logprobs logprobs
--max-logprobs 5
OK 2 0.0 2.0 144 1.28
112.2
What is 1+1?
93 123 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run1 stop-seed-run1 OK 2 0.7 2.0 1135 10.12
112.2
Name three primary colors and explain why they matter in des...
94 149 mlx-community/Qwen3.5-35B-A3B-4bit @ verbose verbose
--verbose
OK 3 0.7 2.0 3293 29.37
112.1
Name three primary colors and explain why they matter in des...
95 151 mlx-community/Qwen3.5-35B-A3B-4bit @ very-verbose very-verbose
--very-verbose
OK 5 0.7 2.0 1563 13.99
111.7
Name three primary colors and explain why they matter in des...
96 168 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param tool-call-nullable-param OK 4 0.0 1.0 810 7.26
111.6
Name three primary colors and explain why they matter in des...
97 65 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-small-256 prefill-small-256
--prefill-step-size 256
OK 4 0.0 2.0 2610 23.4
111.5
Name three primary colors and explain why they matter in des...
98 37 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-nested guided-json-nested
--guided-json '{"type":"object","properties":{"city":{"type":"string"},"population":{"type":"integer"},"landmarks":{"type":"array","items":{"type":"string"}}},"required":["city","population","landmarks"]}'
OK 4 0.0 1.0 810 7.26
111.5
Name three primary colors and explain why they matter in des...
99 29 mlx-community/Qwen3.5-35B-A3B-4bit @ eli5 eli5 OK 2 0.7 2.0 3658 32.81
111.5
Name three primary colors and explain why they matter in des...
100 182 mlx-community/Qwen3.5-35B-A3B-4bit @ code-python code-python OK 5 0.0 2.0 267 2.39
111.5
Write a function that finds all prime numbers up to n using ...
101 91 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-non-streaming stop-non-streaming
--no-streaming
OK 2 0.0 1.0 810 7.29
111.1
Name three primary colors and explain why they matter in des...
102 15 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run1 seed-42-run1
--seed 42
OK 5 0.7 2.0 1135 10.22
111.0
Name three primary colors and explain why they matter in des...
103 137 mlx-community/Qwen3.5-35B-A3B-4bit @ think-raw think-raw
--raw
OK 4 0.0 2.0 810 7.31
110.8
Name three primary colors and explain why they matter in des...
104 113 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-unicode stop-unicode OK 5 0.0 1.0 810 7.31
110.7
Name three primary colors and explain why they matter in des...
105 135 mlx-community/Qwen3.5-35B-A3B-4bit @ think-normal think-normal OK 5 0.0 2.0 810 7.33
110.5
Name three primary colors and explain why they matter in des...
106 13 mlx-community/Qwen3.5-35B-A3B-4bit @ combined-samplers combined-samplers
--top-k 50 --min-p 0.03 --top-p 0.95
OK 4 0.8 1.0 2547 23.05
110.5
Name three primary colors and explain why they matter in des...
107 179 mlx-community/Qwen3.5-35B-A3B-4bit @ multilingual multilingual OK 5 0.3 2.0 1154 10.44
110.5
Name three primary colors and explain why they matter in des...
108 55 mlx-community/Qwen3.5-35B-A3B-4bit @ logprobs logprobs
--max-logprobs 5
OK 3 0.0 2.0 810 7.33
110.5
Name three primary colors and explain why they matter in des...
109 101 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-long-phrase stop-long-phrase OK 5 0.0 2.0 810 7.34
110.3
Name three primary colors and explain why they matter in des...
110 163 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex tool-call-complex OK 2 0.0 2.0 338 3.06
110.3
tools: [{"type":"function","function":{"name":"search_files"...
111 111 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-html-tag stop-html-tag OK 5 0.0 1.0 810 7.35
110.2
Name three primary colors and explain why they matter in des...
112 89 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-dedup stop-cli-api-dedup
--stop "3."
OK 4 0.0 2.0 810 7.35
110.2
Name three primary colors and explain why they matter in des...
113 103 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi-word stop-multi-word OK 4 0.0 2.0 810 7.36
110.1
Name three primary colors and explain why they matter in des...
114 31 mlx-community/Qwen3.5-35B-A3B-4bit @ json-output json-output OK 5 0.0 2.0 810 7.36
110.1
Name three primary colors and explain why they matter in des...
115 73 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi stop-multi OK 5 0.0 2.0 810 7.36
110.1
Name three primary colors and explain why they matter in des...
116 83 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-only stop-cli-only
--stop "3."
OK 2 0.0 2.0 810 7.36
110.1
Name three primary colors and explain why they matter in des...
117 93 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-value stop-guided-json-value
--guided-json '{"type":"object","properties":{"cities":{"type":"array","items":{"type":"string"}}},"required":["cities"]}'
OK 5 0.0 2.0 810 7.36
110.0
Name three primary colors and explain why they matter in des...
118 48 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn2 agent-cached-turn2
--enable-prefix-caching
OK 2 0.0 2.0 134 1.22
110.0
Now add a --timeout flag to the CLI that sets a request time...
119 129 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-json response-format-json OK 2 0.0 2.0 810 7.36
110.0
Name three primary colors and explain why they matter in des...
120 79 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-word stop-word OK 4 0.0 2.0 810 7.37
109.9
Name three primary colors and explain why they matter in des...
121 156 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml tool-call-xml
--tool-call-parser xmlFunction
OK 4 0.0 2.0 810 7.38
109.8
Name three primary colors and explain why they matter in des...
122 190 mlx-community/Qwen3.5-35B-A3B-4bit @ strict-format strict-format OK 5 0.0 2.0 334 3.05
109.7
Output EXACTLY 3 lines. Each line must contain exactly one w...
123 171 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-none tool-call-none OK 5 0.0 2.0 810 7.39
109.6
Name three primary colors and explain why they matter in des...
124 35 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-simple guided-json-simple
--guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"}},"required":["name","age"]}'
OK 4 0.0 2.0 810 7.39
109.6
Name three primary colors and explain why they matter in des...
125 99 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-json-object-key stop-json-object-key OK 5 0.0 2.0 851 7.77
109.6
Name three primary colors and explain why they matter in des...
126 169 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param tool-call-nullable-param OK 2 0.0 1.0 191 1.74
109.5
tools: [{"type":"function","function":{"name":"get_weather",...
127 11 mlx-community/Qwen3.5-35B-A3B-4bit @ min-p min-p
--min-p 0.05
OK 5 0.8 2.0 819 7.48
109.5
Name three primary colors and explain why they matter in des...
128 177 mlx-community/Qwen3.5-35B-A3B-4bit @ special-chars special-chars OK 4 0.0 2.0 810 7.4
109.5
Name three primary colors and explain why they matter in des...
129 33 mlx-community/Qwen3.5-35B-A3B-4bit @ numbered-list numbered-list OK 5 0.0 2.0 810 7.41
109.3
Name three primary colors and explain why they matter in des...
130 133 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-text response-format-text OK 4 0.0 2.0 810 7.42
109.2
Name three primary colors and explain why they matter in des...
131 71 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-single stop-single OK 5 0.0 2.0 810 7.42
109.2
Name three primary colors and explain why they matter in des...
132 159 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi tool-call-multi OK 5 0.0 2.0 810 7.42
109.2
Name three primary colors and explain why they matter in des...
133 185 mlx-community/Qwen3.5-35B-A3B-4bit @ math math OK 4 0.0 2.0 810 7.42
109.1
Name three primary colors and explain why they matter in des...
134 86 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-multi stop-cli-multi
--stop "```,DONE"
OK 2 0.0 2.0 83 0.76
109.1
Write a bash script that prints the current date inside a co...
135 175 mlx-community/Qwen3.5-35B-A3B-4bit @ long-prompt long-prompt OK 4 0.0 2.0 810 7.43
109.0
Name three primary colors and explain why they matter in des...
136 146 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role developer-role OK 5 0.0 2.0 810 7.45
108.8
Name three primary colors and explain why they matter in des...
137 153 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto tool-call-auto OK 4 0.0 2.0 810 7.46
108.5
Name three primary colors and explain why they matter in des...
138 14 mlx-community/Qwen3.5-35B-A3B-4bit @ combined-samplers combined-samplers
--top-k 50 --min-p 0.03 --top-p 0.95
OK 5 0.8 1.0 570 5.26
108.3
Explain why the sky is blue in exactly 3 bullet points.
139 165 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param tool-call-array-param OK 5 0.0 2.0 810 7.49
108.2
Name three primary colors and explain why they matter in des...
140 131 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-schema response-format-schema OK 4 0.0 2.0 810 7.5
108.0
Name three primary colors and explain why they matter in des...
141 119 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-numbered stop-system-numbered OK 2 0.0 2.0 1455 13.5
107.8
Name three primary colors and explain why they matter in des...
142 59 mlx-community/Qwen3.5-35B-A3B-4bit @ kv-quantized kv-quantized
--kv-bits 4
OK 4 0.7 2.0 1130 10.49
107.7
Name three primary colors and explain why they matter in des...
143 87 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-merge stop-cli-api-merge
--stop "5."
OK 2 0.0 2.0 810 7.53
107.5
Name three primary colors and explain why they matter in des...
144 1 mlx-community/Qwen3.5-35B-A3B-4bit @ greedy greedy OK 4 0.0 3.0 810 7.54
107.4
Name three primary colors and explain why they matter in des...
145 5 mlx-community/Qwen3.5-35B-A3B-4bit @ high-temp high-temp OK 5 1.5 3.0 564 5.28
106.8
Name three primary colors and explain why they matter in des...
146 128 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-low-max-tokens stop-low-max-tokens OK 2 0.0 1.0 100 0.94
106.4
List 10 mountains, numbered 1 through 10, one per line.
147 85 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-multi stop-cli-multi
--stop "```,DONE"
OK 4 0.0 2.0 810 7.64
106.1
Name three primary colors and explain why they matter in des...
148 74 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi stop-multi OK 3 0.0 2.0 253 2.39
106.1
Write a Python hello world program in a code block, then wri...
149 114 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-unicode stop-unicode OK 2 0.0 1.0 341 3.22
106.1
List 5 items about space using bullet points (•).
150 143 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens max-completion-tokens OK 5 0.0 2.0 810 7.67
105.6
Name three primary colors and explain why they matter in des...
151 97 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-brace stop-guided-json-brace
--guided-json '{"type":"object","properties":{"color":{"type":"string"},"hex":{"type":"string"}},"required":["color","hex"]}'
OK 2 0.0 2.0 810 7.71
105.0
Name three primary colors and explain why they matter in des...
152 162 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex tool-call-complex OK 5 0.0 2.0 810 7.71
105.0
Name three primary colors and explain why they matter in des...
153 3 mlx-community/Qwen3.5-35B-A3B-4bit @ default default OK 4 0.7 2.0 645 6.15
104.9
Name three primary colors and explain why they matter in des...
154 173 mlx-community/Qwen3.5-35B-A3B-4bit @ minimal-prompt minimal-prompt OK 4 0.7 1.0 430 4.12
104.3
Name three primary colors and explain why they matter in des...
155 110 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-special-chars stop-special-chars OK 2 0.0 2.0 558 5.5
101.4
List 3 facts about the moon. Use **bold** markdown for empha...
156 44 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn3 agent-no-cache-turn3 OK 2 0.0 2.0 149 1.47
101.2
Write a unit test for the timeout feature you just described...
157 76 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-newline stop-newline OK 2 0.0 2.0 173 1.75
98.9
What is the capital of France? Answer in one sentence.
158 187 mlx-community/Qwen3.5-35B-A3B-4bit @ long-form long-form OK 5 0.7 2.0 1923 19.48
98.7
Name three primary colors and explain why they matter in des...
159 118 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-pirate stop-system-pirate OK 3 0.0 2.0 685 7.02
97.5
Tell me about treasure hunting on the high seas.
160 104 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi-word stop-multi-word OK 5 0.0 2.0 374 3.87
96.6
Write a 5-step recipe for making tea. Label each step as "St...
161 181 mlx-community/Qwen3.5-35B-A3B-4bit @ code-python code-python OK 2 0.0 2.0 32768 344.56
95.1
Name three primary colors and explain why they matter in des...
162 46 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn1 agent-cached-turn1
--enable-prefix-caching
OK 3 0.0 2.0 59 0.62
95.0
Read the file Sources/MacLocalAPI/main.swift and explain wha...
163 52 mlx-community/Qwen3.5-35B-A3B-4bit @ short-output short-output OK 2 0.7 2.0 50 0.53
94.9
Describe the entire history of Rome.
164 184 mlx-community/Qwen3.5-35B-A3B-4bit @ code-swift code-swift OK 2 0.0 2.0 32768 347.81
94.2
Write a Swift async function that fetches JSON from a URL us...
165 94 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-value stop-guided-json-value
--guided-json '{"type":"object","properties":{"cities":{"type":"array","items":{"type":"string"}}},"required":["cities"]}'
OK 2 0.0 2.0 209 2.26
92.6
List 5 major world cities as a JSON array. Include Tokyo.
166 105 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-no-match stop-no-match OK 2 0.0 3.0 256 2.78
91.9
Name three primary colors and explain why they matter in des...
167 183 mlx-community/Qwen3.5-35B-A3B-4bit @ code-swift code-swift OK 2 0.0 2.0 32768 363.22
90.2
Name three primary colors and explain why they matter in des...
168 90 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-dedup stop-cli-api-dedup
--stop "3."
OK 5 0.0 2.0 234 2.63
88.9
List 10 cities, numbered 1 through 10, one per line.
169 189 mlx-community/Qwen3.5-35B-A3B-4bit @ strict-format strict-format OK 5 0.0 2.0 810 9.12
88.9
Name three primary colors and explain why they matter in des...
170 42 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn2 agent-no-cache-turn2 OK 2 0.0 2.0 103 1.16
88.5
Now add a --timeout flag to the CLI that sets a request time...
171 39 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn1 agent-no-cache-turn1 OK 4 0.0 2.0 256 2.91
88.1
Name three primary colors and explain why they matter in des...
172 49 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn3 agent-cached-turn3
--enable-prefix-caching
OK 4 0.0 2.0 256 2.91
88.0
Name three primary colors and explain why they matter in des...
173 41 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn2 agent-no-cache-turn2 OK 4 0.0 2.0 256 2.92
87.7
Name three primary colors and explain why they matter in des...
174 126 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run2 stop-seed-run2 OK 2 0.7 2.0 329 3.76
87.5
List 10 flowers, numbered 1 through 10, one per line.
175 23 mlx-community/Qwen3.5-35B-A3B-4bit @ repetition-penalty repetition-penalty
--repetition-penalty 1.2
OK 5 0.8 2.0 997 11.42
87.3
Name three primary colors and explain why they matter in des...
176 124 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run1 stop-seed-run1 OK 5 0.7 2.0 329 3.77
87.2
List 10 flowers, numbered 1 through 10, one per line.
177 24 mlx-community/Qwen3.5-35B-A3B-4bit @ repetition-penalty repetition-penalty
--repetition-penalty 1.2
OK 4 0.8 2.0 4096 47.12
86.9
Write a long essay about the history of bread making across ...
178 40 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn1 agent-no-cache-turn1 OK 2 0.0 2.0 67 0.77
86.7
Read the file Sources/MacLocalAPI/main.swift and explain wha...
179 88 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-merge stop-cli-api-merge
--stop "5."
OK 5 0.0 2.0 245 2.84
86.1
List 10 countries, numbered 1 through 10, one per line.
180 112 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-html-tag stop-html-tag OK 2 0.0 1.0 239 2.78
85.8
Write an HTML unordered list of 5 fruits using <ul> and <li>...
181 22 mlx-community/Qwen3.5-35B-A3B-4bit @ with-penalty with-penalty
--presence-penalty 1.5
OK 4 0.8 2.0 4084 47.66
85.7
Write a long essay about the history of bread making across ...
182 21 mlx-community/Qwen3.5-35B-A3B-4bit @ with-penalty with-penalty
--presence-penalty 1.5
OK 5 0.8 2.0 1268 14.86
85.4
Name three primary colors and explain why they matter in des...
183 45 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn1 agent-cached-turn1
--enable-prefix-caching
OK 4 0.0 2.0 256 3.01
84.9
Name three primary colors and explain why they matter in des...
184 47 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn2 agent-cached-turn2
--enable-prefix-caching
OK 4 0.0 2.0 256 3.02
84.9
Name three primary colors and explain why they matter in des...
185 43 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn3 agent-no-cache-turn3 OK 4 0.0 2.0 256 3.02
84.6
Name three primary colors and explain why they matter in des...
186 122 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-high-temp stop-high-temp OK 2 1.0 2.0 208 2.46
84.5
List 10 random words, numbered 1 through 10, one per line.
187 72 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-single stop-single OK 5 0.0 2.0 199 2.41
82.6
List 10 fruits, numbered 1-10, one per line.
188 84 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-only stop-cli-only
--stop "3."
OK 2 0.0 2.0 209 2.68
78.0
List 10 types of cheese, numbered 1 through 10, one per line...
189 127 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-low-max-tokens stop-low-max-tokens OK 2 0.0 1.0 100 1.41
70.8
Name three primary colors and explain why they matter in des...
190 51 mlx-community/Qwen3.5-35B-A3B-4bit @ short-output short-output OK 2 0.7 2.0 50 1.14
43.7
Name three primary colors and explain why they matter in des...

AI Analysis (--smart)

Quality, Anomalies & Recommendations · avg score: 3.5/5

Full Responses

#102 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-long-phrase 1143 tokens · 155.3 tok/s

#82 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-period 692 tokens · 125.1 tok/s

#78 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-double-newline 742 tokens · 125.1 tok/s

#108 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-immediate 767 tokens · 123.9 tok/s

#115 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-four-max 818 tokens · 122.1 tok/s

#36 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-simple 1373 tokens · 120.8 tok/s

#130 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-json 1303 tokens · 120.5 tok/s

#138 mlx-community/Qwen3.5-35B-A3B-4bit @ think-raw 833 tokens · 120.4 tok/s

#81 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-period 831 tokens · 120.1 tok/s

#38 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-nested 937 tokens · 120.0 tok/s

#2 mlx-community/Qwen3.5-35B-A3B-4bit @ greedy 546 tokens · 119.8 tok/s

#140 mlx-community/Qwen3.5-35B-A3B-4bit @ streaming-seeded 2469 tokens · 119.8 tok/s

#186 mlx-community/Qwen3.5-35B-A3B-4bit @ math 1830 tokens · 119.6 tok/s

#136 mlx-community/Qwen3.5-35B-A3B-4bit @ think-normal 833 tokens · 119.5 tok/s

#10 mlx-community/Qwen3.5-35B-A3B-4bit @ top-k 808 tokens · 119.3 tok/s

#121 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-high-temp 1892 tokens · 119.3 tok/s

#32 mlx-community/Qwen3.5-35B-A3B-4bit @ json-output 384 tokens · 119.2 tok/s

#58 mlx-community/Qwen3.5-35B-A3B-4bit @ small-kv 1099 tokens · 119.2 tok/s

#26 mlx-community/Qwen3.5-35B-A3B-4bit @ pirate 1513 tokens · 119.1 tok/s

#75 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-newline 817 tokens · 119.1 tok/s

#54 mlx-community/Qwen3.5-35B-A3B-4bit @ long-output 1992 tokens · 118.9 tok/s

#107 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-immediate 817 tokens · 118.8 tok/s

#170 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param 573 tokens · 118.8 tok/s

#100 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-json-object-key 4096 tokens · 118.8 tok/s

#8 mlx-community/Qwen3.5-35B-A3B-4bit @ top-p 577 tokens · 118.7 tok/s

#92 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-non-streaming 4096 tokens · 118.7 tok/s

#148 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role 437 tokens · 118.6 tok/s

#116 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-four-max 4096 tokens · 118.6 tok/s

#77 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-double-newline 817 tokens · 118.5 tok/s

#16 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run1 4096 tokens · 118.4 tok/s

#12 mlx-community/Qwen3.5-35B-A3B-4bit @ min-p 989 tokens · 118.4 tok/s

#188 mlx-community/Qwen3.5-35B-A3B-4bit @ long-form 3556 tokens · 118.4 tok/s

#172 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-none 475 tokens · 118.4 tok/s

#180 mlx-community/Qwen3.5-35B-A3B-4bit @ multilingual 635 tokens · 118.3 tok/s

#18 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run2 4096 tokens · 118.3 tok/s

#68 mlx-community/Qwen3.5-35B-A3B-4bit @ no-streaming 2751 tokens · 118.2 tok/s

#161 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi 1169 tokens · 118.2 tok/s

#62 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-default 3652 tokens · 118.1 tok/s

#96 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-comma 763 tokens · 118.1 tok/s

#50 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn3 356 tokens · 117.9 tok/s

#66 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-small-256 3652 tokens · 117.9 tok/s

#155 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto 502 tokens · 117.7 tok/s

#158 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml 4096 tokens · 117.6 tok/s

#176 mlx-community/Qwen3.5-35B-A3B-4bit @ long-prompt 831 tokens · 117.5 tok/s

#147 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role 4096 tokens · 117.4 tok/s

#64 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-large-4096 3652 tokens · 117.3 tok/s

#134 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-text 370 tokens · 116.9 tok/s

#174 mlx-community/Qwen3.5-35B-A3B-4bit @ minimal-prompt 302 tokens · 116.8 tok/s

#34 mlx-community/Qwen3.5-35B-A3B-4bit @ numbered-list 489 tokens · 116.6 tok/s

#9 mlx-community/Qwen3.5-35B-A3B-4bit @ top-k 3080 tokens · 116.6 tok/s

#30 mlx-community/Qwen3.5-35B-A3B-4bit @ eli5 1378 tokens · 116.6 tok/s

#106 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-no-match 256 tokens · 116.4 tok/s

#117 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-pirate 4096 tokens · 116.4 tok/s

#152 mlx-community/Qwen3.5-35B-A3B-4bit @ very-verbose 362 tokens · 116.4 tok/s

#6 mlx-community/Qwen3.5-35B-A3B-4bit @ high-temp 1201 tokens · 116.3 tok/s

#164 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex 458 tokens · 116.0 tok/s

#167 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param 279 tokens · 115.9 tok/s

#25 mlx-community/Qwen3.5-35B-A3B-4bit @ pirate 4096 tokens · 115.9 tok/s

#98 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-brace 1063 tokens · 115.9 tok/s

#109 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-special-chars 824 tokens · 115.8 tok/s

#145 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens 2300 tokens · 115.6 tok/s

#28 mlx-community/Qwen3.5-35B-A3B-4bit @ scientist 2192 tokens · 115.6 tok/s

#60 mlx-community/Qwen3.5-35B-A3B-4bit @ kv-quantized 1078 tokens · 115.6 tok/s

#61 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-default 2610 tokens · 115.5 tok/s

#95 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-comma 826 tokens · 115.5 tok/s

#132 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-schema 1478 tokens · 115.5 tok/s

#53 mlx-community/Qwen3.5-35B-A3B-4bit @ long-output 2000 tokens · 115.4 tok/s

#63 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-large-4096 2610 tokens · 115.3 tok/s

#4 mlx-community/Qwen3.5-35B-A3B-4bit @ default 1082 tokens · 115.1 tok/s

#67 mlx-community/Qwen3.5-35B-A3B-4bit @ no-streaming 2147 tokens · 114.9 tok/s

#142 mlx-community/Qwen3.5-35B-A3B-4bit @ non-streaming-seeded 2469 tokens · 114.9 tok/s

#20 mlx-community/Qwen3.5-35B-A3B-4bit @ no-penalty 4025 tokens · 114.7 tok/s

#154 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto 330 tokens · 114.7 tok/s

#157 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml 330 tokens · 114.7 tok/s

#69 mlx-community/Qwen3.5-35B-A3B-4bit @ raw-mode 2100 tokens · 114.6 tok/s

#141 mlx-community/Qwen3.5-35B-A3B-4bit @ non-streaming-seeded 1501 tokens · 114.4 tok/s

#57 mlx-community/Qwen3.5-35B-A3B-4bit @ small-kv 1458 tokens · 114.3 tok/s

#70 mlx-community/Qwen3.5-35B-A3B-4bit @ raw-mode 1589 tokens · 114.3 tok/s

#27 mlx-community/Qwen3.5-35B-A3B-4bit @ scientist 2005 tokens · 114.1 tok/s

#150 mlx-community/Qwen3.5-35B-A3B-4bit @ verbose 394 tokens · 114.1 tok/s

#139 mlx-community/Qwen3.5-35B-A3B-4bit @ streaming-seeded 1501 tokens · 113.7 tok/s

#178 mlx-community/Qwen3.5-35B-A3B-4bit @ special-chars 4028 tokens · 113.1 tok/s

#19 mlx-community/Qwen3.5-35B-A3B-4bit @ no-penalty 1230 tokens · 113.0 tok/s

#160 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi 287 tokens · 113.0 tok/s

#80 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-word 1214 tokens · 113.0 tok/s

#144 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens 1174 tokens · 112.8 tok/s

#166 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param 270 tokens · 112.7 tok/s

#17 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run2 1135 tokens · 112.7 tok/s

#7 mlx-community/Qwen3.5-35B-A3B-4bit @ top-p 1519 tokens · 112.5 tok/s

#125 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run2 1135 tokens · 112.5 tok/s

#120 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-numbered 874 tokens · 112.4 tok/s

#56 mlx-community/Qwen3.5-35B-A3B-4bit @ logprobs 144 tokens · 112.2 tok/s

#123 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run1 1135 tokens · 112.2 tok/s

#149 mlx-community/Qwen3.5-35B-A3B-4bit @ verbose 3293 tokens · 112.1 tok/s

#151 mlx-community/Qwen3.5-35B-A3B-4bit @ very-verbose 1563 tokens · 111.7 tok/s

#168 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param 810 tokens · 111.6 tok/s

#65 mlx-community/Qwen3.5-35B-A3B-4bit @ prefill-small-256 2610 tokens · 111.5 tok/s

#37 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-nested 810 tokens · 111.5 tok/s

#29 mlx-community/Qwen3.5-35B-A3B-4bit @ eli5 3658 tokens · 111.5 tok/s

#182 mlx-community/Qwen3.5-35B-A3B-4bit @ code-python 267 tokens · 111.5 tok/s

#91 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-non-streaming 810 tokens · 111.1 tok/s

#15 mlx-community/Qwen3.5-35B-A3B-4bit @ seed-42-run1 1135 tokens · 111.0 tok/s

#137 mlx-community/Qwen3.5-35B-A3B-4bit @ think-raw 810 tokens · 110.8 tok/s

#113 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-unicode 810 tokens · 110.7 tok/s

#135 mlx-community/Qwen3.5-35B-A3B-4bit @ think-normal 810 tokens · 110.5 tok/s

#13 mlx-community/Qwen3.5-35B-A3B-4bit @ combined-samplers 2547 tokens · 110.5 tok/s

#179 mlx-community/Qwen3.5-35B-A3B-4bit @ multilingual 1154 tokens · 110.5 tok/s

#55 mlx-community/Qwen3.5-35B-A3B-4bit @ logprobs 810 tokens · 110.5 tok/s

#101 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-long-phrase 810 tokens · 110.3 tok/s

#163 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex 338 tokens · 110.3 tok/s

#111 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-html-tag 810 tokens · 110.2 tok/s

#89 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-dedup 810 tokens · 110.2 tok/s

#103 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi-word 810 tokens · 110.1 tok/s

#31 mlx-community/Qwen3.5-35B-A3B-4bit @ json-output 810 tokens · 110.1 tok/s

#73 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi 810 tokens · 110.1 tok/s

#83 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-only 810 tokens · 110.1 tok/s

#93 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-value 810 tokens · 110.0 tok/s

#48 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn2 134 tokens · 110.0 tok/s

#129 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-json 810 tokens · 110.0 tok/s

#79 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-word 810 tokens · 109.9 tok/s

#156 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-xml 810 tokens · 109.8 tok/s

#190 mlx-community/Qwen3.5-35B-A3B-4bit @ strict-format 334 tokens · 109.7 tok/s

#171 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-none 810 tokens · 109.6 tok/s

#35 mlx-community/Qwen3.5-35B-A3B-4bit @ guided-json-simple 810 tokens · 109.6 tok/s

#99 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-json-object-key 851 tokens · 109.6 tok/s

#169 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-nullable-param 191 tokens · 109.5 tok/s

#11 mlx-community/Qwen3.5-35B-A3B-4bit @ min-p 819 tokens · 109.5 tok/s

#177 mlx-community/Qwen3.5-35B-A3B-4bit @ special-chars 810 tokens · 109.5 tok/s

#33 mlx-community/Qwen3.5-35B-A3B-4bit @ numbered-list 810 tokens · 109.3 tok/s

#133 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-text 810 tokens · 109.2 tok/s

#71 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-single 810 tokens · 109.2 tok/s

#159 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-multi 810 tokens · 109.2 tok/s

#185 mlx-community/Qwen3.5-35B-A3B-4bit @ math 810 tokens · 109.1 tok/s

#86 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-multi 83 tokens · 109.1 tok/s

#175 mlx-community/Qwen3.5-35B-A3B-4bit @ long-prompt 810 tokens · 109.0 tok/s

#146 mlx-community/Qwen3.5-35B-A3B-4bit @ developer-role 810 tokens · 108.8 tok/s

#153 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-auto 810 tokens · 108.5 tok/s

#14 mlx-community/Qwen3.5-35B-A3B-4bit @ combined-samplers 570 tokens · 108.3 tok/s

#165 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-array-param 810 tokens · 108.2 tok/s

#131 mlx-community/Qwen3.5-35B-A3B-4bit @ response-format-schema 810 tokens · 108.0 tok/s

#119 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-numbered 1455 tokens · 107.8 tok/s

#59 mlx-community/Qwen3.5-35B-A3B-4bit @ kv-quantized 1130 tokens · 107.7 tok/s

#87 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-merge 810 tokens · 107.5 tok/s

#1 mlx-community/Qwen3.5-35B-A3B-4bit @ greedy 810 tokens · 107.4 tok/s

#5 mlx-community/Qwen3.5-35B-A3B-4bit @ high-temp 564 tokens · 106.8 tok/s

#128 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-low-max-tokens 100 tokens · 106.4 tok/s

#85 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-multi 810 tokens · 106.1 tok/s

#74 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi 253 tokens · 106.1 tok/s

#114 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-unicode 341 tokens · 106.1 tok/s

#143 mlx-community/Qwen3.5-35B-A3B-4bit @ max-completion-tokens 810 tokens · 105.6 tok/s

#97 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-brace 810 tokens · 105.0 tok/s

#162 mlx-community/Qwen3.5-35B-A3B-4bit @ tool-call-complex 810 tokens · 105.0 tok/s

#3 mlx-community/Qwen3.5-35B-A3B-4bit @ default 645 tokens · 104.9 tok/s

#173 mlx-community/Qwen3.5-35B-A3B-4bit @ minimal-prompt 430 tokens · 104.3 tok/s

#110 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-special-chars 558 tokens · 101.4 tok/s

#44 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn3 149 tokens · 101.2 tok/s

#76 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-newline 173 tokens · 98.9 tok/s

#187 mlx-community/Qwen3.5-35B-A3B-4bit @ long-form 1923 tokens · 98.7 tok/s

#118 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-system-pirate 685 tokens · 97.5 tok/s

#104 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-multi-word 374 tokens · 96.6 tok/s

#181 mlx-community/Qwen3.5-35B-A3B-4bit @ code-python 32768 tokens · 95.1 tok/s

#46 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn1 59 tokens · 95.0 tok/s

#52 mlx-community/Qwen3.5-35B-A3B-4bit @ short-output 50 tokens · 94.9 tok/s

#184 mlx-community/Qwen3.5-35B-A3B-4bit @ code-swift 32768 tokens · 94.2 tok/s

#94 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-guided-json-value 209 tokens · 92.6 tok/s

#105 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-no-match 256 tokens · 91.9 tok/s

#183 mlx-community/Qwen3.5-35B-A3B-4bit @ code-swift 32768 tokens · 90.2 tok/s

#90 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-dedup 234 tokens · 88.9 tok/s

#189 mlx-community/Qwen3.5-35B-A3B-4bit @ strict-format 810 tokens · 88.9 tok/s

#42 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn2 103 tokens · 88.5 tok/s

#39 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn1 256 tokens · 88.1 tok/s

#49 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn3 256 tokens · 88.0 tok/s

#41 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn2 256 tokens · 87.7 tok/s

#126 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run2 329 tokens · 87.5 tok/s

#23 mlx-community/Qwen3.5-35B-A3B-4bit @ repetition-penalty 997 tokens · 87.3 tok/s

#124 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-seed-run1 329 tokens · 87.2 tok/s

#24 mlx-community/Qwen3.5-35B-A3B-4bit @ repetition-penalty 4096 tokens · 86.9 tok/s

#40 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn1 67 tokens · 86.7 tok/s

#88 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-api-merge 245 tokens · 86.1 tok/s

#112 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-html-tag 239 tokens · 85.8 tok/s

#22 mlx-community/Qwen3.5-35B-A3B-4bit @ with-penalty 4084 tokens · 85.7 tok/s

#21 mlx-community/Qwen3.5-35B-A3B-4bit @ with-penalty 1268 tokens · 85.4 tok/s

#45 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn1 256 tokens · 84.9 tok/s

#47 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-cached-turn2 256 tokens · 84.9 tok/s

#43 mlx-community/Qwen3.5-35B-A3B-4bit @ agent-no-cache-turn3 256 tokens · 84.6 tok/s

#122 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-high-temp 208 tokens · 84.5 tok/s

#72 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-single 199 tokens · 82.6 tok/s

#84 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-cli-only 209 tokens · 78.0 tok/s

#127 mlx-community/Qwen3.5-35B-A3B-4bit @ stop-low-max-tokens 100 tokens · 70.8 tok/s

#51 mlx-community/Qwen3.5-35B-A3B-4bit @ short-output 50 tokens · 43.7 tok/s