Click a row to jump to its full response below.
| # | Test | Model / Config | Status | claude | Temp | Load (s) | Tokens | Gen (s) | Tokens/sec | Prompt |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 78 | mlx-community/gemma-4-e4b-it-4bit @ stop-double-newline stop-double-newline | OK | 5 | 0.0 | 2.0 | 306 | 2.94 | Write a short paragraph about the ocean. Then write a second... | |
| 2 | 82 | mlx-community/gemma-4-e4b-it-4bit @ stop-period stop-period | OK | 2 | 0.0 | 2.0 | 328 | 3.18 | Tell me about the sun in three sentences. | |
| 3 | 75 | mlx-community/gemma-4-e4b-it-4bit @ stop-newline stop-newline | OK | 4 | 0.0 | 2.0 | 330 | 3.21 | Name three primary colors and explain why they matter in des... | |
| 4 | 81 | mlx-community/gemma-4-e4b-it-4bit @ stop-period stop-period | OK | 2 | 0.0 | 2.0 | 330 | 3.24 | Name three primary colors and explain why they matter in des... | |
| 5 | 77 | mlx-community/gemma-4-e4b-it-4bit @ stop-double-newline stop-double-newline | OK | 5 | 0.0 | 2.0 | 330 | 3.25 | Name three primary colors and explain why they matter in des... | |
| 6 | 2 | mlx-community/gemma-4-e4b-it-4bit @ greedy greedy | OK | 5 | 0.0 | 2.0 | 375 | 3.76 | Explain why the sky is blue in exactly 3 bullet points. | |
| 7 | 38 | mlx-community/gemma-4-e4b-it-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 | 2.0 | 984 | 9.9 | Describe Tokyo as a structured record with at least 3 landma... | |
| 8 | 36 | mlx-community/gemma-4-e4b-it-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 | 3.0 | 929 | 9.35 | Generate a person record. | |
| 9 | 70 | mlx-community/gemma-4-e4b-it-4bit @ raw-mode raw-mode --raw |
OK | 4 | 0.7 | 2.0 | 838 | 8.47 | Think step by step: what is 17 * 23? | |
| 10 | 18 | mlx-community/gemma-4-e4b-it-4bit @ seed-42-run2 seed-42-run2 --seed 42 |
OK | 5 | 0.7 | 2.0 | 560 | 5.67 | Write a limerick about a cat. | |
| 11 | 80 | mlx-community/gemma-4-e4b-it-4bit @ stop-word stop-word | OK | 5 | 0.0 | 2.0 | 530 | 5.36 | Name 5 programming languages and briefly describe each one. | |
| 12 | 30 | mlx-community/gemma-4-e4b-it-4bit @ eli5 eli5 | OK | 5 | 0.7 | 2.0 | 890 | 9.01 | Tell me about quantum computing. | |
| 13 | 26 | mlx-community/gemma-4-e4b-it-4bit @ pirate pirate | OK | 5 | 0.7 | 2.0 | 1211 | 12.26 | Tell me about quantum computing. | |
| 14 | 68 | mlx-community/gemma-4-e4b-it-4bit @ no-streaming no-streaming --no-streaming |
OK | 5 | 0.7 | 2.0 | 438 | 4.44 | Write a short poem about the moon. | |
| 15 | 58 | mlx-community/gemma-4-e4b-it-4bit @ small-kv small-kv --max-kv-size 2048 |
OK | 5 | 0.7 | 2.0 | 642 | 6.51 | Summarize the key ideas of machine learning in a few paragra... | |
| 16 | 20 | mlx-community/gemma-4-e4b-it-4bit @ no-penalty no-penalty --presence-penalty 0.0 |
OK | 3 | 0.8 | 3.0 | 1878 | 19.05 | Write a long essay about the history of bread making across ... | |
| 17 | 54 | mlx-community/gemma-4-e4b-it-4bit @ long-output long-output | OK | 3 | 0.7 | 2.0 | 1163 | 11.8 | Write a detailed recipe for chocolate chip cookies with ingr... | |
| 18 | 12 | mlx-community/gemma-4-e4b-it-4bit @ min-p min-p --min-p 0.05 |
OK | 4 | 0.8 | 2.0 | 453 | 4.6 | Explain why the sky is blue in exactly 3 bullet points. | |
| 19 | 16 | mlx-community/gemma-4-e4b-it-4bit @ seed-42-run1 seed-42-run1 --seed 42 |
OK | 5 | 0.7 | 2.0 | 560 | 5.69 | Write a limerick about a cat. | |
| 20 | 28 | mlx-community/gemma-4-e4b-it-4bit @ scientist scientist | OK | 5 | 0.3 | 2.0 | 1426 | 14.49 | Tell me about quantum computing. | |
| 21 | 64 | mlx-community/gemma-4-e4b-it-4bit @ prefill-large-4096 prefill-large-4096 --prefill-step-size 4096 |
OK | 5 | 0.0 | 2.0 | 1659 | 16.86 | Given this architecture, what are the top 3 performance bott... | |
| 22 | 62 | mlx-community/gemma-4-e4b-it-4bit @ prefill-default prefill-default | OK | 5 | 0.0 | 2.0 | 1659 | 16.87 | Given this architecture, what are the top 3 performance bott... | |
| 23 | 66 | mlx-community/gemma-4-e4b-it-4bit @ prefill-small-256 prefill-small-256 --prefill-step-size 256 |
OK | 5 | 0.0 | 2.0 | 1659 | 16.91 | Given this architecture, what are the top 3 performance bott... | |
| 24 | 85 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-multi stop-cli-multi --stop "```,DONE" |
OK | 5 | 0.0 | 2.0 | 368 | 3.76 | Name three primary colors and explain why they matter in des... | |
| 25 | 10 | mlx-community/gemma-4-e4b-it-4bit @ top-k top-k --top-k 30 |
OK | 5 | 0.8 | 3.0 | 515 | 5.26 | Explain why the sky is blue in exactly 3 bullet points. | |
| 26 | 74 | mlx-community/gemma-4-e4b-it-4bit @ stop-multi stop-multi | OK | 2 | 0.0 | 2.0 | 144 | 1.47 | Write a Python hello world program in a code block, then wri... | |
| 27 | 55 | mlx-community/gemma-4-e4b-it-4bit @ logprobs logprobs --max-logprobs 5 |
OK | 3 | 0.0 | 2.0 | 368 | 3.77 | Name three primary colors and explain why they matter in des... | |
| 28 | 35 | mlx-community/gemma-4-e4b-it-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 | 3.0 | 368 | 3.77 | Name three primary colors and explain why they matter in des... | |
| 29 | 27 | mlx-community/gemma-4-e4b-it-4bit @ scientist scientist | OK | 4 | 0.3 | 2.0 | 568 | 5.83 | Name three primary colors and explain why they matter in des... | |
| 30 | 37 | mlx-community/gemma-4-e4b-it-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 | 2.0 | 368 | 3.78 | Name three primary colors and explain why they matter in des... | |
| 31 | 1 | mlx-community/gemma-4-e4b-it-4bit @ greedy greedy | OK | 5 | 0.0 | 2.0 | 368 | 3.78 | Name three primary colors and explain why they matter in des... | |
| 32 | 87 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-api-merge stop-cli-api-merge --stop "5." |
OK | 4 | 0.0 | 2.0 | 368 | 3.78 | Name three primary colors and explain why they matter in des... | |
| 33 | 71 | mlx-community/gemma-4-e4b-it-4bit @ stop-single stop-single | OK | 5 | 0.0 | 2.0 | 368 | 3.78 | Name three primary colors and explain why they matter in des... | |
| 34 | 31 | mlx-community/gemma-4-e4b-it-4bit @ json-output json-output | OK | 4 | 0.0 | 2.0 | 368 | 3.78 | Name three primary colors and explain why they matter in des... | |
| 35 | 73 | mlx-community/gemma-4-e4b-it-4bit @ stop-multi stop-multi | OK | 5 | 0.0 | 2.0 | 368 | 3.79 | Name three primary colors and explain why they matter in des... | |
| 36 | 69 | mlx-community/gemma-4-e4b-it-4bit @ raw-mode raw-mode --raw |
OK | 4 | 0.7 | 2.0 | 372 | 3.84 | Name three primary colors and explain why they matter in des... | |
| 37 | 79 | mlx-community/gemma-4-e4b-it-4bit @ stop-word stop-word | OK | 5 | 0.0 | 2.0 | 368 | 3.8 | Name three primary colors and explain why they matter in des... | |
| 38 | 53 | mlx-community/gemma-4-e4b-it-4bit @ long-output long-output | OK | 5 | 0.7 | 2.0 | 402 | 4.15 | Name three primary colors and explain why they matter in des... | |
| 39 | 83 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-only stop-cli-only --stop "3." |
OK | 5 | 0.0 | 2.0 | 368 | 3.8 | Name three primary colors and explain why they matter in des... | |
| 40 | 33 | mlx-community/gemma-4-e4b-it-4bit @ numbered-list numbered-list | OK | 5 | 0.0 | 2.0 | 368 | 3.8 | Name three primary colors and explain why they matter in des... | |
| 41 | 25 | mlx-community/gemma-4-e4b-it-4bit @ pirate pirate | OK | 5 | 0.7 | 2.0 | 428 | 4.42 | Name three primary colors and explain why they matter in des... | |
| 42 | 17 | mlx-community/gemma-4-e4b-it-4bit @ seed-42-run2 seed-42-run2 --seed 42 |
OK | 5 | 0.7 | 2.0 | 340 | 3.52 | Name three primary colors and explain why they matter in des... | |
| 43 | 4 | mlx-community/gemma-4-e4b-it-4bit @ default default | OK | 5 | 0.7 | 2.0 | 326 | 3.38 | Explain why the sky is blue in exactly 3 bullet points. | |
| 44 | 15 | mlx-community/gemma-4-e4b-it-4bit @ seed-42-run1 seed-42-run1 --seed 42 |
OK | 5 | 0.7 | 2.0 | 340 | 3.53 | Name three primary colors and explain why they matter in des... | |
| 45 | 86 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-multi stop-cli-multi --stop "```,DONE" |
OK | 4 | 0.0 | 2.0 | 698 | 7.27 | Write a bash script that prints the current date inside a co... | |
| 46 | 32 | mlx-community/gemma-4-e4b-it-4bit @ json-output json-output | OK | 3 | 0.0 | 2.0 | 246 | 2.56 | Respond with a valid JSON object containing keys "name", "ag... | |
| 47 | 29 | mlx-community/gemma-4-e4b-it-4bit @ eli5 eli5 | OK | 5 | 0.7 | 2.0 | 451 | 4.7 | Name three primary colors and explain why they matter in des... | |
| 48 | 34 | mlx-community/gemma-4-e4b-it-4bit @ numbered-list numbered-list | OK | 5 | 0.0 | 2.0 | 174 | 1.82 | List exactly 5 animals, one per line, numbered 1-5. No other... | |
| 49 | 61 | mlx-community/gemma-4-e4b-it-4bit @ prefill-default prefill-default | OK | 4 | 0.0 | 2.0 | 419 | 4.42 | Name three primary colors and explain why they matter in des... | |
| 50 | 65 | mlx-community/gemma-4-e4b-it-4bit @ prefill-small-256 prefill-small-256 --prefill-step-size 256 |
OK | 5 | 0.0 | 2.0 | 419 | 4.43 | Name three primary colors and explain why they matter in des... | |
| 51 | 3 | mlx-community/gemma-4-e4b-it-4bit @ default default | OK | 5 | 0.7 | 2.0 | 337 | 3.57 | Name three primary colors and explain why they matter in des... | |
| 52 | 56 | mlx-community/gemma-4-e4b-it-4bit @ logprobs logprobs --max-logprobs 5 |
OK | 4 | 0.0 | 2.0 | 123 | 1.3 | What is 1+1? | |
| 53 | 44 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn3 agent-no-cache-turn3 | OK | 3 | 0.0 | 2.0 | 385 | 4.08 | Write a unit test for the timeout feature you just described... | |
| 54 | 63 | mlx-community/gemma-4-e4b-it-4bit @ prefill-large-4096 prefill-large-4096 --prefill-step-size 4096 |
OK | 4 | 0.0 | 2.0 | 419 | 4.45 | Name three primary colors and explain why they matter in des... | |
| 55 | 43 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn3 agent-no-cache-turn3 | OK | 5 | 0.0 | 2.0 | 485 | 5.16 | Name three primary colors and explain why they matter in des... | |
| 56 | 41 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn2 agent-no-cache-turn2 | OK | 5 | 0.0 | 2.0 | 485 | 5.17 | Name three primary colors and explain why they matter in des... | |
| 57 | 47 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn2 agent-cached-turn2 --enable-prefix-caching |
OK | 5 | 0.0 | 2.0 | 485 | 5.17 | Name three primary colors and explain why they matter in des... | |
| 58 | 14 | mlx-community/gemma-4-e4b-it-4bit @ combined-samplers combined-samplers --top-k 50 --min-p 0.03 --top-p 0.95 |
OK | 5 | 0.8 | 2.0 | 435 | 4.65 | Explain why the sky is blue in exactly 3 bullet points. | |
| 59 | 9 | mlx-community/gemma-4-e4b-it-4bit @ top-k top-k --top-k 30 |
OK | 5 | 0.8 | 3.0 | 321 | 3.44 | Name three primary colors and explain why they matter in des... | |
| 60 | 49 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn3 agent-cached-turn3 --enable-prefix-caching |
OK | 5 | 0.0 | 2.0 | 485 | 5.21 | Name three primary colors and explain why they matter in des... | |
| 61 | 67 | mlx-community/gemma-4-e4b-it-4bit @ no-streaming no-streaming --no-streaming |
OK | 5 | 0.7 | 2.0 | 191 | 2.06 | Name three primary colors and explain why they matter in des... | |
| 62 | 45 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn1 agent-cached-turn1 --enable-prefix-caching |
OK | 5 | 0.0 | 2.0 | 485 | 5.23 | Name three primary colors and explain why they matter in des... | |
| 63 | 11 | mlx-community/gemma-4-e4b-it-4bit @ min-p min-p --min-p 0.05 |
OK | 5 | 0.8 | 2.0 | 298 | 3.22 | Name three primary colors and explain why they matter in des... | |
| 64 | 57 | mlx-community/gemma-4-e4b-it-4bit @ small-kv small-kv --max-kv-size 2048 |
OK | 5 | 0.7 | 2.0 | 179 | 1.94 | Name three primary colors and explain why they matter in des... | |
| 65 | 19 | mlx-community/gemma-4-e4b-it-4bit @ no-penalty no-penalty --presence-penalty 0.0 |
OK | 5 | 0.8 | 3.0 | 167 | 1.82 | Name three primary colors and explain why they matter in des... | |
| 66 | 91 | mlx-community/gemma-4-e4b-it-4bit @ stop-non-streaming stop-non-streaming --no-streaming |
OK | 4 | 0.0 | 2.0 | 368 | 4.0 | Name three primary colors and explain why they matter in des... | |
| 67 | 42 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn2 agent-no-cache-turn2 | OK | 2 | 0.0 | 2.0 | 261 | 2.84 | Now add a --timeout flag to the CLI that sets a request time... | |
| 68 | 39 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn1 agent-no-cache-turn1 | OK | 5 | 0.0 | 2.0 | 485 | 5.31 | Name three primary colors and explain why they matter in des... | |
| 69 | 13 | mlx-community/gemma-4-e4b-it-4bit @ combined-samplers combined-samplers --top-k 50 --min-p 0.03 --top-p 0.95 |
OK | 5 | 0.8 | 2.0 | 162 | 1.9 | Name three primary colors and explain why they matter in des... | |
| 70 | 22 | mlx-community/gemma-4-e4b-it-4bit @ with-penalty with-penalty --presence-penalty 1.5 |
OK | 4 | 0.8 | 2.0 | 1917 | 22.55 | Write a long essay about the history of bread making across ... | |
| 71 | 24 | mlx-community/gemma-4-e4b-it-4bit @ repetition-penalty repetition-penalty --repetition-penalty 1.2 |
OK | 4 | 0.8 | 2.0 | 1703 | 20.14 | Write a long essay about the history of bread making across ... | |
| 72 | 52 | mlx-community/gemma-4-e4b-it-4bit @ short-output short-output | OK | 3 | 0.7 | 3.0 | 50 | 0.6 | Describe the entire history of Rome. | |
| 73 | 21 | mlx-community/gemma-4-e4b-it-4bit @ with-penalty with-penalty --presence-penalty 1.5 |
OK | 5 | 0.8 | 2.0 | 354 | 4.3 | Name three primary colors and explain why they matter in des... | |
| 74 | 23 | mlx-community/gemma-4-e4b-it-4bit @ repetition-penalty repetition-penalty --repetition-penalty 1.2 |
OK | 5 | 0.8 | 2.0 | 282 | 3.49 | Name three primary colors and explain why they matter in des... | |
| 75 | 72 | mlx-community/gemma-4-e4b-it-4bit @ stop-single stop-single | OK | 2 | 0.0 | 2.0 | 145 | 1.82 | List 10 fruits, numbered 1-10, one per line. | |
| 76 | 94 | mlx-community/gemma-4-e4b-it-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 | 3.0 | 237 | 2.99 | List 5 major world cities as a JSON array. Include Tokyo. | |
| 77 | 84 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-only stop-cli-only --stop "3." |
OK | 5 | 0.0 | 2.0 | 193 | 2.47 | List 10 types of cheese, numbered 1 through 10, one per line... | |
| 78 | 40 | mlx-community/gemma-4-e4b-it-4bit @ agent-no-cache-turn1 agent-no-cache-turn1 | OK | 3 | 0.0 | 2.0 | 71 | 0.97 | Read the file Sources/MacLocalAPI/main.swift and explain wha... | |
| 79 | 51 | mlx-community/gemma-4-e4b-it-4bit @ short-output short-output | OK | 2 | 0.7 | 3.0 | 50 | 0.68 | Name three primary colors and explain why they matter in des... | |
| 80 | 102 | mlx-community/gemma-4-e4b-it-4bit @ stop-long-phrase stop-long-phrase | OK | 5 | 0.0 | 2.0 | 471 | 6.43 | Write a 3-paragraph essay about renewable energy. Start the ... | |
| 81 | 126 | mlx-community/gemma-4-e4b-it-4bit @ stop-seed-run2 stop-seed-run2 | OK | 5 | 0.7 | 2.0 | 163 | 2.25 | List 10 flowers, numbered 1 through 10, one per line. | |
| 82 | 141 | mlx-community/gemma-4-e4b-it-4bit @ non-streaming-seeded non-streaming-seeded --no-streaming --seed 123 |
OK | 5 | 0.7 | 2.0 | 322 | 4.95 | Name three primary colors and explain why they matter in des... | |
| 83 | 8 | mlx-community/gemma-4-e4b-it-4bit @ top-p top-p --top-p 0.9 |
OK | 5 | 0.8 | 2.0 | 302 | 4.99 | Explain why the sky is blue in exactly 3 bullet points. | |
| 84 | 166 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-array-param tool-call-array-param | OK | 3 | 0.0 | 2.0 | 50 | 0.83 | tools: [{"type":"function","function":{"name":"todowrite","d... | |
| 85 | 153 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-auto tool-call-auto | OK | 5 | 0.0 | 2.0 | 368 | 6.16 | Name three primary colors and explain why they matter in des... | |
| 86 | 93 | mlx-community/gemma-4-e4b-it-4bit @ stop-guided-json-value stop-guided-json-value --guided-json '{"type":"object","properties":{"cities":{"type":"array","items":{"type":"string"}}},"required":["cities"]}' |
OK | 4 | 0.0 | 3.0 | 368 | 6.18 | Name three primary colors and explain why they matter in des... | |
| 87 | 143 | mlx-community/gemma-4-e4b-it-4bit @ max-completion-tokens max-completion-tokens | OK | 5 | 0.0 | 2.0 | 368 | 6.24 | Name three primary colors and explain why they matter in des... | |
| 88 | 161 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-multi tool-call-multi | OK | 2 | 0.0 | 2.0 | 440 | 7.46 | What is the weather in London and what time is it in Tokyo? | |
| 89 | 167 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-array-param tool-call-array-param | OK | 2 | 0.0 | 2.0 | 179 | 3.05 | Create three todo items: Buy milk, Call dentist, Fix bug #42... | |
| 90 | 133 | mlx-community/gemma-4-e4b-it-4bit @ response-format-text response-format-text | OK | 5 | 0.0 | 2.0 | 368 | 6.28 | Name three primary colors and explain why they matter in des... | |
| 91 | 136 | mlx-community/gemma-4-e4b-it-4bit @ think-normal think-normal | OK | 5 | 0.0 | 2.0 | 562 | 9.61 | Solve step by step: If a train travels at 60 mph for 2.5 hou... | |
| 92 | 111 | mlx-community/gemma-4-e4b-it-4bit @ stop-html-tag stop-html-tag | OK | 5 | 0.0 | 2.0 | 368 | 6.38 | Name three primary colors and explain why they matter in des... | |
| 93 | 98 | mlx-community/gemma-4-e4b-it-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 | 718 | 13.06 | Describe the color blue with its hex code. | |
| 94 | 130 | mlx-community/gemma-4-e4b-it-4bit @ response-format-json response-format-json | OK | 3 | 0.0 | 2.0 | 317 | 5.96 | Return a JSON object with keys "language", "year_created", a... | |
| 95 | 95 | mlx-community/gemma-4-e4b-it-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 | 326 | 6.16 | Name three primary colors and explain why they matter in des... | |
| 96 | 109 | mlx-community/gemma-4-e4b-it-4bit @ stop-special-chars stop-special-chars | OK | 2 | 0.0 | 2.0 | 320 | 6.05 | Name three primary colors and explain why they matter in des... | |
| 97 | 107 | mlx-community/gemma-4-e4b-it-4bit @ stop-immediate stop-immediate | OK | 2 | 0.0 | 2.0 | 336 | 6.41 | Name three primary colors and explain why they matter in des... | |
| 98 | 137 | mlx-community/gemma-4-e4b-it-4bit @ think-raw think-raw --raw |
OK | 5 | 0.0 | 2.0 | 368 | 7.07 | Name three primary colors and explain why they matter in des... | |
| 99 | 184 | mlx-community/gemma-4-e4b-it-4bit @ code-swift code-swift | OK | 4 | 0.0 | 2.0 | 739 | 14.39 | Write a Swift async function that fetches JSON from a URL us... | |
| 100 | 108 | mlx-community/gemma-4-e4b-it-4bit @ stop-immediate stop-immediate | OK | 4 | 0.0 | 2.0 | 644 | 12.57 | Explain what gravity is. | |
| 101 | 132 | mlx-community/gemma-4-e4b-it-4bit @ response-format-schema response-format-schema | OK | 2 | 0.0 | 2.0 | 1201 | 23.56 | Generate a fictional person profile. | |
| 102 | 115 | mlx-community/gemma-4-e4b-it-4bit @ stop-four-max stop-four-max | OK | 2 | 0.0 | 2.0 | 368 | 7.33 | Name three primary colors and explain why they matter in des... | |
| 103 | 190 | mlx-community/gemma-4-e4b-it-4bit @ strict-format strict-format | OK | 5 | 0.0 | 2.0 | 258 | 5.15 | Output EXACTLY 3 lines. Each line must contain exactly one w... | |
| 104 | 165 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-array-param tool-call-array-param | OK | 1 | 0.0 | 2.0 | 368 | 7.35 | Name three primary colors and explain why they matter in des... | |
| 105 | 103 | mlx-community/gemma-4-e4b-it-4bit @ stop-multi-word stop-multi-word | OK | 5 | 0.0 | 2.0 | 368 | 7.35 | Name three primary colors and explain why they matter in des... | |
| 106 | 147 | mlx-community/gemma-4-e4b-it-4bit @ developer-role developer-role | OK | 3 | 0.0 | 2.0 | 192 | 3.84 | developer: You are a helpful coding assistant. Only respond ... | |
| 107 | 99 | mlx-community/gemma-4-e4b-it-4bit @ stop-json-object-key stop-json-object-key | OK | 4 | 0.0 | 2.0 | 338 | 6.78 | Name three primary colors and explain why they matter in des... | |
| 108 | 97 | mlx-community/gemma-4-e4b-it-4bit @ stop-guided-json-brace stop-guided-json-brace --guided-json '{"type":"object","properties":{"color":{"type":"string"},"hex":{"type":"string"}},"required":["color","hex"]}' |
OK | 3 | 0.0 | 2.0 | 368 | 7.41 | Name three primary colors and explain why they matter in des... | |
| 109 | 6 | mlx-community/gemma-4-e4b-it-4bit @ high-temp high-temp | OK | 5 | 1.5 | 2.0 | 435 | 8.76 | Explain why the sky is blue in exactly 3 bullet points. | |
| 110 | 176 | mlx-community/gemma-4-e4b-it-4bit @ long-prompt long-prompt | OK | 5 | 0.0 | 2.0 | 239 | 4.82 | Repeat after me exactly: The quick brown fox jumps over the ... | |
| 111 | 151 | mlx-community/gemma-4-e4b-it-4bit @ very-verbose very-verbose --very-verbose |
OK | 5 | 0.7 | 2.0 | 314 | 6.36 | Name three primary colors and explain why they matter in des... | |
| 112 | 114 | mlx-community/gemma-4-e4b-it-4bit @ stop-unicode stop-unicode | OK | 4 | 0.0 | 2.0 | 402 | 8.15 | List 5 items about space using bullet points (•). | |
| 113 | 101 | mlx-community/gemma-4-e4b-it-4bit @ stop-long-phrase stop-long-phrase | OK | 5 | 0.0 | 2.0 | 368 | 7.46 | Name three primary colors and explain why they matter in des... | |
| 114 | 175 | mlx-community/gemma-4-e4b-it-4bit @ long-prompt long-prompt | OK | 5 | 0.0 | 2.0 | 368 | 7.47 | Name three primary colors and explain why they matter in des... | |
| 115 | 106 | mlx-community/gemma-4-e4b-it-4bit @ stop-no-match stop-no-match | OK | 3 | 0.0 | 2.0 | 256 | 5.19 | Explain the difference between TCP and UDP in a few sentence... | |
| 116 | 148 | mlx-community/gemma-4-e4b-it-4bit @ developer-role developer-role | OK | 5 | 0.0 | 2.0 | 1082 | 22.04 | Write a Python function that reverses a string. | |
| 117 | 162 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-complex tool-call-complex | OK | 5 | 0.0 | 2.0 | 368 | 7.51 | Name three primary colors and explain why they matter in des... | |
| 118 | 178 | mlx-community/gemma-4-e4b-it-4bit @ special-chars special-chars | OK | 5 | 0.0 | 2.0 | 323 | 6.6 | Repeat these characters exactly: <tag> "quotes" 'apostrophes... | |
| 119 | 189 | mlx-community/gemma-4-e4b-it-4bit @ strict-format strict-format | OK | 5 | 0.0 | 2.0 | 368 | 7.53 | Name three primary colors and explain why they matter in des... | |
| 120 | 105 | mlx-community/gemma-4-e4b-it-4bit @ stop-no-match stop-no-match | OK | 2 | 0.0 | 2.0 | 256 | 5.24 | Name three primary colors and explain why they matter in des... | |
| 121 | 113 | mlx-community/gemma-4-e4b-it-4bit @ stop-unicode stop-unicode | OK | 5 | 0.0 | 2.0 | 368 | 7.53 | Name three primary colors and explain why they matter in des... | |
| 122 | 117 | mlx-community/gemma-4-e4b-it-4bit @ stop-system-pirate stop-system-pirate | OK | 5 | 0.0 | 2.0 | 406 | 8.32 | Name three primary colors and explain why they matter in des... | |
| 123 | 131 | mlx-community/gemma-4-e4b-it-4bit @ response-format-schema response-format-schema | OK | 2 | 0.0 | 2.0 | 368 | 7.55 | Name three primary colors and explain why they matter in des... | |
| 124 | 145 | mlx-community/gemma-4-e4b-it-4bit @ max-completion-tokens max-completion-tokens | OK | 5 | 0.0 | 2.0 | 1755 | 36.03 | Explain the causes and consequences of the French Revolution... | |
| 125 | 181 | mlx-community/gemma-4-e4b-it-4bit @ code-python code-python | OK | 4 | 0.0 | 2.0 | 239 | 4.91 | Name three primary colors and explain why they matter in des... | |
| 126 | 138 | mlx-community/gemma-4-e4b-it-4bit @ think-raw think-raw --raw |
OK | 3 | 0.0 | 2.0 | 562 | 11.57 | Solve step by step: If a train travels at 60 mph for 2.5 hou... | |
| 127 | 149 | mlx-community/gemma-4-e4b-it-4bit @ verbose verbose --verbose |
OK | 5 | 0.7 | 2.0 | 181 | 3.74 | Name three primary colors and explain why they matter in des... | |
| 128 | 179 | mlx-community/gemma-4-e4b-it-4bit @ multilingual multilingual | OK | 5 | 0.3 | 2.0 | 338 | 6.98 | Name three primary colors and explain why they matter in des... | |
| 129 | 170 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-nullable-param tool-call-nullable-param | OK | 2 | 0.0 | 2.0 | 286 | 5.91 | What is the weather in Chicago? | |
| 130 | 128 | mlx-community/gemma-4-e4b-it-4bit @ stop-low-max-tokens stop-low-max-tokens | OK | 2 | 0.0 | 2.0 | 100 | 2.07 | List 10 mountains, numbered 1 through 10, one per line. | |
| 131 | 180 | mlx-community/gemma-4-e4b-it-4bit @ multilingual multilingual | OK | 5 | 0.3 | 2.0 | 369 | 7.63 | Translate "Hello, how are you?" into French, Spanish, Japane... | |
| 132 | 159 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-multi tool-call-multi | OK | 5 | 0.0 | 2.0 | 368 | 7.62 | Name three primary colors and explain why they matter in des... | |
| 133 | 118 | mlx-community/gemma-4-e4b-it-4bit @ stop-system-pirate stop-system-pirate | OK | 4 | 0.0 | 2.0 | 999 | 20.7 | Tell me about treasure hunting on the high seas. | |
| 134 | 123 | mlx-community/gemma-4-e4b-it-4bit @ stop-seed-run1 stop-seed-run1 | OK | 5 | 0.7 | 2.0 | 340 | 7.07 | Name three primary colors and explain why they matter in des... | |
| 135 | 188 | mlx-community/gemma-4-e4b-it-4bit @ long-form long-form | OK | 5 | 0.7 | 2.0 | 1867 | 38.86 | Write a detailed technical blog post explaining how Mixture-... | |
| 136 | 89 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-api-dedup stop-cli-api-dedup --stop "3." |
OK | 5 | 0.0 | 2.0 | 368 | 7.69 | Name three primary colors and explain why they matter in des... | |
| 137 | 171 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-none tool-call-none | OK | 5 | 0.0 | 2.0 | 368 | 7.7 | Name three primary colors and explain why they matter in des... | |
| 138 | 177 | mlx-community/gemma-4-e4b-it-4bit @ special-chars special-chars | OK | 5 | 0.0 | 2.0 | 368 | 7.72 | Name three primary colors and explain why they matter in des... | |
| 139 | 185 | mlx-community/gemma-4-e4b-it-4bit @ math math | OK | 5 | 0.0 | 2.0 | 368 | 7.73 | Name three primary colors and explain why they matter in des... | |
| 140 | 152 | mlx-community/gemma-4-e4b-it-4bit @ very-verbose very-verbose --very-verbose |
OK | 5 | 0.7 | 2.0 | 265 | 5.57 | Hello, how are you? | |
| 141 | 134 | mlx-community/gemma-4-e4b-it-4bit @ response-format-text response-format-text | OK | 5 | 0.0 | 2.0 | 317 | 6.67 | Tell me the language Python, what year it was created, and w... | |
| 142 | 168 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-nullable-param tool-call-nullable-param | OK | 5 | 0.0 | 2.0 | 368 | 7.75 | Name three primary colors and explain why they matter in des... | |
| 143 | 186 | mlx-community/gemma-4-e4b-it-4bit @ math math | OK | 5 | 0.0 | 2.0 | 981 | 20.69 | A store sells notebooks for $3.50 each. If you buy 5 or more... | |
| 144 | 96 | mlx-community/gemma-4-e4b-it-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 | 572 | 12.07 | Generate a person profile for someone named Alice who is 30 ... | |
| 145 | 121 | mlx-community/gemma-4-e4b-it-4bit @ stop-high-temp stop-high-temp | OK | 5 | 1.0 | 2.0 | 240 | 5.08 | Name three primary colors and explain why they matter in des... | |
| 146 | 120 | mlx-community/gemma-4-e4b-it-4bit @ stop-system-numbered stop-system-numbered | OK | 5 | 0.0 | 2.0 | 277 | 5.87 | What are the main benefits of exercise? | |
| 147 | 129 | mlx-community/gemma-4-e4b-it-4bit @ response-format-json response-format-json | OK | 2 | 0.0 | 2.0 | 368 | 7.79 | Name three primary colors and explain why they matter in des... | |
| 148 | 172 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-none tool-call-none | OK | 5 | 0.0 | 2.0 | 268 | 5.7 | What is the current temperature in Berlin? | |
| 149 | 116 | mlx-community/gemma-4-e4b-it-4bit @ stop-four-max stop-four-max | OK | 5 | 0.0 | 2.0 | 342 | 7.28 | List 10 facts about numbers, alternating between digit forma... | |
| 150 | 164 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-complex tool-call-complex | OK | 2 | 0.0 | 2.0 | 1007 | 21.46 | Search recursively for all Swift files under Sources/ with a... | |
| 151 | 182 | mlx-community/gemma-4-e4b-it-4bit @ code-python code-python | OK | 5 | 0.0 | 2.0 | 569 | 12.19 | Write a function that finds all prime numbers up to n using ... | |
| 152 | 119 | mlx-community/gemma-4-e4b-it-4bit @ stop-system-numbered stop-system-numbered | OK | 5 | 0.0 | 2.0 | 259 | 5.56 | Name three primary colors and explain why they matter in des... | |
| 153 | 135 | mlx-community/gemma-4-e4b-it-4bit @ think-normal think-normal | OK | 5 | 0.0 | 2.0 | 368 | 7.91 | Name three primary colors and explain why they matter in des... | |
| 154 | 139 | mlx-community/gemma-4-e4b-it-4bit @ streaming-seeded streaming-seeded --seed 123 |
OK | 5 | 0.7 | 2.0 | 322 | 6.93 | Name three primary colors and explain why they matter in des... | |
| 155 | 183 | mlx-community/gemma-4-e4b-it-4bit @ code-swift code-swift | OK | 4 | 0.0 | 2.0 | 168 | 3.63 | Name three primary colors and explain why they matter in des... | |
| 156 | 146 | mlx-community/gemma-4-e4b-it-4bit @ developer-role developer-role | OK | 5 | 0.0 | 2.0 | 368 | 7.96 | Name three primary colors and explain why they matter in des... | |
| 157 | 155 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-auto tool-call-auto | OK | 2 | 0.0 | 2.0 | 286 | 6.19 | What is the weather in Tokyo? | |
| 158 | 125 | mlx-community/gemma-4-e4b-it-4bit @ stop-seed-run2 stop-seed-run2 | OK | 4 | 0.7 | 2.0 | 340 | 7.36 | Name three primary colors and explain why they matter in des... | |
| 159 | 158 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 2 | 0.0 | 2.0 | 281 | 6.11 | What is the weather in Paris in celsius? | |
| 160 | 187 | mlx-community/gemma-4-e4b-it-4bit @ long-form long-form | OK | 5 | 0.7 | 2.0 | 253 | 5.51 | Name three primary colors and explain why they matter in des... | |
| 161 | 144 | mlx-community/gemma-4-e4b-it-4bit @ max-completion-tokens max-completion-tokens | OK | 2 | 0.0 | 2.0 | 289 | 6.3 | max_completion_tokens: 100 | |
| 162 | 173 | mlx-community/gemma-4-e4b-it-4bit @ minimal-prompt minimal-prompt | OK | 4 | 0.7 | 2.0 | 353 | 7.7 | Name three primary colors and explain why they matter in des... | |
| 163 | 163 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-complex tool-call-complex | OK | 2 | 0.0 | 2.0 | 78 | 1.71 | tools: [{"type":"function","function":{"name":"search_files"... | |
| 164 | 124 | mlx-community/gemma-4-e4b-it-4bit @ stop-seed-run1 stop-seed-run1 | OK | 2 | 0.7 | 2.0 | 163 | 3.57 | List 10 flowers, numbered 1 through 10, one per line. | |
| 165 | 157 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 3 | 0.0 | 2.0 | 64 | 1.42 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 166 | 7 | mlx-community/gemma-4-e4b-it-4bit @ top-p top-p --top-p 0.9 |
OK | 5 | 0.8 | 2.0 | 273 | 6.11 | Name three primary colors and explain why they matter in des... | |
| 167 | 156 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 5 | 0.0 | 2.0 | 368 | 8.25 | Name three primary colors and explain why they matter in des... | |
| 168 | 160 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-multi tool-call-multi | OK | 3 | 0.0 | 2.0 | 65 | 1.47 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 169 | 90 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-api-dedup stop-cli-api-dedup --stop "3." |
OK | 5 | 0.0 | 2.0 | 152 | 3.46 | List 10 cities, numbered 1 through 10, one per line. | |
| 170 | 127 | mlx-community/gemma-4-e4b-it-4bit @ stop-low-max-tokens stop-low-max-tokens | OK | 2 | 0.0 | 2.0 | 100 | 2.32 | Name three primary colors and explain why they matter in des... | |
| 171 | 150 | mlx-community/gemma-4-e4b-it-4bit @ verbose verbose --verbose |
OK | 5 | 0.7 | 2.0 | 252 | 5.92 | Hello, how are you? | |
| 172 | 169 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-nullable-param tool-call-nullable-param | OK | 2 | 0.0 | 2.0 | 65 | 1.55 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 173 | 110 | mlx-community/gemma-4-e4b-it-4bit @ stop-special-chars stop-special-chars | OK | 5 | 0.0 | 2.0 | 288 | 6.86 | List 3 facts about the moon. Use **bold** markdown for empha... | |
| 174 | 122 | mlx-community/gemma-4-e4b-it-4bit @ stop-high-temp stop-high-temp | OK | 5 | 1.0 | 2.0 | 153 | 3.65 | List 10 random words, numbered 1 through 10, one per line. | |
| 175 | 140 | mlx-community/gemma-4-e4b-it-4bit @ streaming-seeded streaming-seeded --seed 123 |
OK | 5 | 0.7 | 2.0 | 36 | 0.87 | Write a 4-line poem about the ocean. | |
| 176 | 5 | mlx-community/gemma-4-e4b-it-4bit @ high-temp high-temp | OK | 5 | 1.5 | 2.0 | 376 | 9.22 | Name three primary colors and explain why they matter in des... | |
| 177 | 104 | mlx-community/gemma-4-e4b-it-4bit @ stop-multi-word stop-multi-word | OK | 5 | 0.0 | 2.0 | 356 | 8.91 | Write a 5-step recipe for making tea. Label each step as "St... | |
| 178 | 100 | mlx-community/gemma-4-e4b-it-4bit @ stop-json-object-key stop-json-object-key | OK | 5 | 0.0 | 2.0 | 242 | 6.13 | Generate a JSON object with keys "name", "age", and "city" f... | |
| 179 | 92 | mlx-community/gemma-4-e4b-it-4bit @ stop-non-streaming stop-non-streaming --no-streaming |
OK | 5 | 0.0 | 2.0 | 258 | 6.66 | List 10 planets or celestial objects, numbered 1 through 10,... | |
| 180 | 142 | mlx-community/gemma-4-e4b-it-4bit @ non-streaming-seeded non-streaming-seeded --no-streaming --seed 123 |
OK | 5 | 0.7 | 2.0 | 36 | 0.94 | Write a 4-line poem about the ocean. | |
| 181 | 154 | mlx-community/gemma-4-e4b-it-4bit @ tool-call-auto tool-call-auto | OK | 3 | 0.0 | 2.0 | 64 | 1.69 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 182 | 112 | mlx-community/gemma-4-e4b-it-4bit @ stop-html-tag stop-html-tag | OK | 5 | 0.0 | 2.0 | 149 | 3.98 | Write an HTML unordered list of 5 fruits using <ul> and <li>... | |
| 183 | 76 | mlx-community/gemma-4-e4b-it-4bit @ stop-newline stop-newline | OK | 5 | 0.0 | 2.0 | 7 | 0.2 | What is the capital of France? Answer in one sentence. | |
| 184 | 174 | mlx-community/gemma-4-e4b-it-4bit @ minimal-prompt minimal-prompt | OK | 5 | 0.7 | 2.0 | 10 | 0.37 | Hi | |
| 185 | 88 | mlx-community/gemma-4-e4b-it-4bit @ stop-cli-api-merge stop-cli-api-merge --stop "5." |
OK | 5 | 0.0 | 2.0 | 5 | 0.22 | List 10 countries, numbered 1 through 10, one per line. |
| Test | Model | Error | claude | Config | Load (s) |
|---|---|---|---|---|---|
| 46 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn1 agent-cached-turn1 | Connection error. | 1 | t=0.0 --enable-prefix-caching | 2.0 |
| 48 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn2 agent-cached-turn2 | Connection error. | 1 | t=0.0 --enable-prefix-caching | 2.0 |
| 50 | mlx-community/gemma-4-e4b-it-4bit @ agent-cached-turn3 agent-cached-turn3 | Connection error. | 1 | t=0.0 --enable-prefix-caching | 2.0 |
| 59 | mlx-community/gemma-4-e4b-it-4bit @ kv-quantized kv-quantized | Connection error. | 1 | t=0.7 --kv-bits 4 | 2.0 |
| 60 | mlx-community/gemma-4-e4b-it-4bit @ kv-quantized kv-quantized | Connection error. | 1 | t=0.7 --kv-bits 4 | 2.0 |