Datasets:
JacobPEvans
/
mlx-benchmarks

Dataset card Data Studio Files
xet
 Community
1
suite
stringclasses
7 values
model
stringclasses
19 values
git_sha
stringclasses
11 values
timestamp
stringdate
2026-03-23 04:43:09
2026-04-11 22:10:12
trigger
stringclasses
2 values
schema_version
stringclasses
1 value
pr_number
int64
skipped
bool
2 classes
os
stringclasses
2 values
chip
stringclasses
2 values
memory_gb
int64
7
128
vllm_mlx_version
stringclasses
1 value
runner
stringclasses
19 values
metric_name
stringclasses
14 values
metric_metric
stringclasses
5 values
metric_value
float64
0
68.5
⌀
metric_unit
stringclasses
5 values
tags_json
stringlengths
30
74
⌀
errors_json
stringclasses
18 values
framework-eval
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:54:41Z
schedule
1
null
false
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054225
null
null
null
null
null
["eval_langgraph.py: exited 1: Traceback (most recent call last):\n File \"/Users/runner/work/nix-ai/nix-ai/orchestrator/examples/evaluations/eval_langgraph.py\", line 7, in <module>\n from openai import OpenAI\nModuleNotFoundError:", "eval_qwen_agent.py: exited 1: Downloading dashscope (1.3MiB)\nDownloading pydant...
ttft
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:55:40Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054226
null
null
null
null
null
["ttft: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
capability-comparison
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:55:49Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054227
null
null
null
null
null
["capability-comparison: MLX server not available \u2014 requires M-series hardware"]
code-accuracy
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:55:52Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054228
null
null
null
null
null
["code-accuracy: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
tool-calling
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:55:53Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054224
null
null
null
null
null
["tool-calling: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
09dd13c
2026-03-30T04:56:29Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000054234
null
null
null
null
null
["throughput: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
framework-eval
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:43:09Z
schedule
1
null
false
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049670
null
null
null
null
null
["eval_langgraph.py: exited 1: Traceback (most recent call last):\n File \"/Users/runner/work/nix-ai/nix-ai/orchestrator/examples/evaluations/eval_langgraph.py\", line 7, in <module>\n from openai import OpenAI\nModuleNotFoundError:", "eval_qwen_agent.py: exited 1: Downloading cryptography (6.8MiB)\nDownloading ope...
code-accuracy
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:44:16Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049667
null
null
null
null
null
["code-accuracy: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:44:17Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049671
null
null
null
null
null
["throughput: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
capability-comparison
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:44:18Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049669
null
null
null
null
null
["capability-comparison: MLX server not available \u2014 requires M-series hardware"]
tool-calling
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:44:24Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049668
null
null
null
null
null
["tool-calling: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
ttft
mlx-community/Qwen3.5-122B-A10B-4bit
b83a70f
2026-03-23T04:44:45Z
schedule
1
null
true
macOS 15.7.4
Apple M1 (Virtual)
7
unknown
GitHub Actions 1000049672
null
null
null
null
null
["ttft: MLX server not available \u2014 requires M-series hardware with vllm-mlx running"]
throughput
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
38.4
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.30"}
[]
throughput
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
45.3
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "5.65"}
[]
throughput
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
50.8
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "10.07"}
[]
throughput
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
58.7
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "17.44"}
[]
ttft
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:41Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.3869
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:41Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.4935
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/DeepSeek-R1-0528-Qwen3-8B-4bit
dc8dc67
2026-04-11T20:25:41Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
0.78
x
{"cold_avg": "0.3869", "warm_avg": "0.4935"}
[]
throughput
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:05:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
29
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.73"}
[]
throughput
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:05:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
38.5
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "6.65"}
[]
throughput
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:05:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
36.7
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "13.94"}
[]
throughput
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:05:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
41.2
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "24.87"}
[]
ttft
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:06:03Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.3757
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:06:03Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.3774
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Coder-30B-A3B-Instruct-8bit
874efc4
2026-04-11T21:06:03Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1
x
{"cold_avg": "0.3757", "warm_avg": "0.3774"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:09:58Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
20.8
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "2.41"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:09:58Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
25.9
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "9.89"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:09:58Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
26.9
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "19.04"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:09:58Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
28.2
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "36.37"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:11:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.3769
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:11:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.3859
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Instruct-4bit
874efc4
2026-04-11T21:11:06Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
0.98
x
{"cold_avg": "0.3769", "warm_avg": "0.3859"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:20:23Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
16.5
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "3.04"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:20:23Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
22.1
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "11.61"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:20:23Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
24
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "21.31"}
[]
throughput
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:20:23Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
25.1
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "40.72"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:21:40Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.4128
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:21:40Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.3504
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3-Next-80B-A3B-Thinking-4bit
0077a28
2026-04-11T21:21:40Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.18
x
{"cold_avg": "0.4128", "warm_avg": "0.3504"}
[]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:25:12Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
20.6
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "2.43"}
[]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:25:12Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
24.6
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "10.42"}
[]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:25:12Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
23.9
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "21.47"}
[]
throughput
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:25:12Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
24.2
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "42.25"}
[]
ttft
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:26:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.703
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:26:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.6829
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-122B-A10B-4bit
0077a28
2026-04-11T21:26:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.03
x
{"cold_avg": "0.7030", "warm_avg": "0.6829"}
[]
throughput
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:30:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
18.1
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "2.76"}
[]
throughput
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:30:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
22.5
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "11.39"}
[]
throughput
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:30:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
22.9
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "22.40"}
[]
throughput
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:30:15Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
20.3
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "50.44"}
[]
ttft
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:31:42Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.8484
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:31:42Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.8709
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-27B-4bit
0077a28
2026-04-11T21:31:42Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
0.97
x
{"cold_avg": "0.8484", "warm_avg": "0.8709"}
[]
throughput
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:35:29Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
17.1
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "2.93"}
[]
throughput
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:35:29Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
22.6
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "11.34"}
[]
throughput
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:35:29Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
22.9
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "22.32"}
[]
throughput
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:35:29Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
22.2
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "46.03"}
[]
ttft
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:36:52Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.8146
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:36:52Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.6785
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-27B-Claude-4.6-Opus-Distilled-MLX-4bit
0077a28
2026-04-11T21:36:52Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.2
x
{"cold_avg": "0.8146", "warm_avg": "0.6785"}
[]
throughput
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:40:45Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
31.1
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.61"}
[]
throughput
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:40:45Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
32.9
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "7.79"}
[]
throughput
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:40:45Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
3.6
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "142.34"}
[]
throughput
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:40:45Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
29
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "35.26"}
[]
ttft
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:43:53Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.634
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:43:53Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.4594
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-35B-A3B-4bit
0077a28
2026-04-11T21:43:53Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.38
x
{"cold_avg": "0.6340", "warm_avg": "0.4594"}
[]
throughput
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:47:31Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
39.4
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.27"}
[]
throughput
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:47:31Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
55.7
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "4.59"}
[]
throughput
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:47:31Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
63.4
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "8.08"}
[]
throughput
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:47:31Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
68.5
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "14.95"}
[]
ttft
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:48:00Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.5184
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:48:00Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.5941
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Qwen3.5-9B-MLX-4bit
0077a28
2026-04-11T21:48:00Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
0.87
x
{"cold_avg": "0.5184", "warm_avg": "0.5941"}
[]
throughput
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:52:11Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
16.2
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "3.08"}
[]
throughput
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:52:11Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
18.6
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "13.73"}
[]
throughput
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:52:11Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
15.8
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "32.49"}
[]
throughput
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:52:11Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
7.7
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "132.32"}
[]
ttft
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:55:13Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.7064
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:55:13Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.7929
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/Seed-OSS-36B-Instruct-4bit
0077a28
2026-04-11T21:55:13Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
0.89
x
{"cold_avg": "0.7064", "warm_avg": "0.7929"}
[]
throughput
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T21:59:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
12.7
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "3.93"}
[]
throughput
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T21:59:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
13.6
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "18.88"}
[]
throughput
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T21:59:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
18.4
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "27.81"}
[]
throughput
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T21:59:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
17.5
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "58.38"}
[]
ttft
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T22:00:56Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
1.0786
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T22:00:56Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.9986
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/gemma-4-31b-it-4bit
0077a28
2026-04-11T22:00:56Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.08
x
{"cold_avg": "1.0786", "warm_avg": "0.9986"}
[]
throughput
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:04:35Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
39.6
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.26"}
[]
throughput
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:04:35Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
51.3
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "4.99"}
[]
throughput
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:04:35Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
56
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "9.14"}
[]
throughput
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:04:35Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
59.9
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "17.09"}
[]
ttft
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:05:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cold-avg
ttft
0.693
seconds
{"type": "cold", "samples": "3"}
[]
ttft
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:05:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
warm-avg
ttft
0.6729
seconds
{"type": "warm", "samples": "3"}
[]
ttft
mlx-community/gemma-4-e4b-it-4bit
0077a28
2026-04-11T22:05:07Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
cache-speedup
ratio
1.03
x
{"cold_avg": "0.6930", "warm_avg": "0.6729"}
[]
throughput
mlx-community/gpt-oss-120b-4bit
0077a28
2026-04-11T22:09:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
short-50
throughput
26
tok/s
{"max_tokens": "50", "completion_tokens": "50", "elapsed_s": "1.92"}
[]
throughput
mlx-community/gpt-oss-120b-4bit
0077a28
2026-04-11T22:09:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
medium-256
throughput
36.1
tok/s
{"max_tokens": "256", "completion_tokens": "256", "elapsed_s": "7.09"}
[]
throughput
mlx-community/gpt-oss-120b-4bit
0077a28
2026-04-11T22:09:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-512
throughput
41.8
tok/s
{"max_tokens": "512", "completion_tokens": "512", "elapsed_s": "12.24"}
[]
throughput
mlx-community/gpt-oss-120b-4bit
0077a28
2026-04-11T22:09:28Z
local
1
null
false
macOS 26.4
Apple M4 Max
128
unknown
local
long-1024
throughput
44.9
tok/s
{"max_tokens": "1024", "completion_tokens": "1024", "elapsed_s": "22.82"}
[]