AutoBench Run 4 - November 2025

Latest AutoBench run with models Gemini 3 Pro, Gpt 5.1, Grok 4.1 and more

Past

Date

November 28, 2025

Version

2025-11-28

Models

New Models

Run data

Overall Comparison Costs Latency P99 Latency Domain

Average latency breakdown across 10 specialized domains, measured in seconds. These metrics help you identify models that consistently deliver quick responses for your specific use case while maintaining quality standards.

Model	Average (All Topics)	Coding	Creative Writing	Current News	General Culture	Grammar	History	Logics	Math	Science	Technology
gpt-5	151.05s (#32)	196.51s (#30)	123.35s (#32)	162.45s (#32)	120.26s (#32)	140.44s (#32)	153.60s (#32)	219.72s (#30)	123.24s (#26)	145.39s (#32)	125.56s (#32)
gpt-5.1	129.24s (#30)	158.93s (#27)	101.48s (#30)	119.54s (#31)	88.99s (#30)	122.30s (#31)	137.47s (#31)	194.24s (#28)	158.55s (#28)	120.79s (#31)	90.07s (#31)
Qwen3-235B-A22B-Thinking-2507	138.21s (#31)	231.32s (#32)	74.95s (#28)	88.99s (#29)	68.23s (#28)	85.99s (#29)	84.89s (#29)	287.21s (#32)	264.19s (#32)	115.29s (#30)	81.03s (#30)
claude-opus-4-1	113.53s (#29)	160.94s (#28)	84.62s (#29)	90.40s (#30)	92.83s (#31)	81.91s (#27)	85.48s (#30)	193.87s (#27)	174.72s (#29)	96.42s (#29)	74.05s (#28)
GLM-4.6	99.87s (#27)	133.17s (#26)	68.04s (#26)	61.79s (#26)	69.63s (#29)	98.10s (#30)	66.16s (#28)	184.19s (#26)	154.26s (#27)	88.91s (#28)	74.49s (#29)
Kimi-K2-thinking	85.59s (#25)	126.17s (#25)	105.89s (#31)	47.86s (#23)	41.59s (#21)	79.19s (#25)	55.13s (#26)	174.72s (#25)	107.27s (#25)	63.48s (#27)	54.61s (#26)
gpt-5-nano	68.36s (#24)	91.12s (#22)	69.75s (#27)	53.53s (#24)	51.30s (#26)	84.19s (#28)	53.88s (#25)	91.67s (#21)	77.48s (#22)	58.48s (#26)	52.22s (#24)
Kimi-K2-0905	44.61s (#19)	72.38s (#18)	28.80s (#16)	39.44s (#21)	51.22s (#25)	20.73s (#12)	39.67s (#21)	44.97s (#12)	41.35s (#14)	58.04s (#25)	49.51s (#22)
gemini-2.5-pro	53.73s (#21)	91.24s (#23)	38.17s (#18)	41.12s (#22)	38.69s (#20)	47.20s (#19)	41.90s (#22)	72.09s (#19)	66.61s (#19)	56.27s (#24)	44.06s (#20)
grok-4.1-fast-thinking	63.12s (#23)	98.02s (#24)	41.57s (#19)	32.43s (#17)	30.69s (#19)	81.13s (#26)	30.15s (#17)	134.14s (#24)	96.45s (#24)	55.05s (#23)	31.54s (#18)
deepSeek-R1-0528	106.80s (#28)	222.85s (#31)	45.31s (#22)	63.75s (#27)	48.20s (#24)	57.56s (#23)	61.37s (#27)	231.83s (#31)	225.24s (#31)	50.58s (#22)	61.30s (#27)
gemini-2.5-flash	39.32s (#15)	68.06s (#17)	27.70s (#15)	27.57s (#16)	22.32s (#14)	33.64s (#16)	23.29s (#15)	59.96s (#16)	52.23s (#16)	47.32s (#21)	31.15s (#16)
claude-sonnet-4.5	57.72s (#22)	89.25s (#21)	54.27s (#24)	64.14s (#28)	42.13s (#22)	54.53s (#22)	53.51s (#24)	70.52s (#18)	52.31s (#17)	43.10s (#20)	53.43s (#25)
deepSeek-v3.2-exp	99.52s (#26)	169.07s (#29)	55.13s (#25)	56.81s (#25)	56.61s (#27)	78.93s (#24)	48.64s (#23)	215.16s (#29)	219.92s (#30)	43.04s (#19)	51.91s (#23)
gemini-3-pro-preview	45.51s (#20)	63.68s (#15)	44.61s (#20)	33.22s (#18)	30.14s (#18)	48.30s (#20)	32.38s (#18)	67.64s (#17)	63.04s (#18)	40.60s (#18)	31.45s (#17)
claude-haiku-4.5	41.70s (#16)	58.74s (#14)	45.16s (#21)	33.85s (#19)	25.82s (#17)	49.31s (#21)	33.47s (#20)	56.56s (#15)	39.31s (#12)	29.81s (#17)	45.02s (#21)
Qwen3-235B-A22B-2507	43.08s (#17)	74.27s (#19)	29.16s (#17)	37.78s (#20)	23.75s (#16)	43.28s (#18)	20.57s (#12)	78.39s (#20)	80.44s (#23)	27.64s (#16)	15.51s (#10)
llama-3.3-nemotron-super-49b-v1.5	43.88s (#18)	80.69s (#20)	26.76s (#14)	24.39s (#14)	23.73s (#15)	42.35s (#17)	24.00s (#16)	94.50s (#23)	73.99s (#21)	26.54s (#15)	21.87s (#15)
gemma-3-27b-it	36.12s (#13)	44.77s (#12)	50.42s (#23)	25.84s (#15)	45.47s (#23)	25.04s (#14)	32.65s (#19)	45.77s (#13)	33.29s (#11)	23.16s (#14)	34.80s (#19)
grok-4.1-fast	23.12s (#11)	33.26s (#11)	16.38s (#10)	24.15s (#13)	18.56s (#13)	22.10s (#13)	23.04s (#14)	34.62s (#10)	14.93s (#4)	23.15s (#13)	21.02s (#14)
Qwen3-30B-A3B-Instruct-2507	37.56s (#14)	65.33s (#16)	20.50s (#13)	18.16s (#11)	15.87s (#11)	28.07s (#15)	19.58s (#11)	93.98s (#22)	72.20s (#20)	22.09s (#12)	19.79s (#13)
phi-4	17.78s (#8)	26.36s (#7)	19.75s (#12)	17.23s (#9)	14.01s (#8)	15.30s (#8)	15.86s (#9)	15.16s (#4)	20.17s (#7)	17.26s (#11)	16.72s (#12)
nemotron-nano-9b-v2	24.53s (#12)	55.45s (#13)	12.84s (#6)	10.94s (#3)	11.41s (#5)	19.71s (#10)	11.82s (#6)	52.14s (#14)	45.46s (#15)	15.99s (#10)	9.54s (#4)
grok-3-mini	19.74s (#10)	31.28s (#10)	16.33s (#9)	17.41s (#10)	14.10s (#9)	20.14s (#11)	14.21s (#8)	24.79s (#9)	27.07s (#10)	15.82s (#9)	16.24s (#11)
gpt-oss-120b	16.97s (#6)	27.43s (#9)	14.35s (#8)	19.73s (#12)	14.21s (#10)	14.35s (#5)	17.03s (#10)	22.23s (#8)	13.22s (#3)	15.65s (#8)	11.47s (#8)
llama-3.3-70B-Instruct	18.31s (#9)	27.13s (#8)	17.83s (#11)	15.83s (#8)	16.76s (#12)	15.24s (#7)	21.67s (#13)	21.25s (#7)	22.07s (#9)	14.44s (#7)	10.86s (#6)
mistral-small-3.2-24b-instruct	14.54s (#5)	21.76s (#4)	11.19s (#5)	13.11s (#6)	8.96s (#3)	14.88s (#6)	11.24s (#5)	17.13s (#5)	20.98s (#8)	13.85s (#6)	12.35s (#9)
nova-premier-v1	13.06s (#3)	20.29s (#3)	13.44s (#7)	12.32s (#5)	12.03s (#6)	11.81s (#3)	14.13s (#7)	11.36s (#2)	10.18s (#2)	13.82s (#5)	11.19s (#7)
gemini-2.5-flash-lite	14.20s (#4)	24.36s (#6)	10.26s (#3)	11.32s (#4)	13.27s (#7)	12.91s (#4)	10.84s (#4)	21.00s (#6)	14.94s (#5)	12.54s (#4)	10.54s (#5)
llama-4-maverick	12.94s (#2)	17.59s (#2)	10.18s (#2)	10.65s (#2)	10.88s (#4)	16.79s (#9)	10.61s (#3)	14.42s (#3)	17.78s (#6)	11.13s (#3)	9.35s (#3)
magistral-medium-2506	17.43s (#7)	22.33s (#5)	10.48s (#4)	14.43s (#7)	8.23s (#2)	10.11s (#2)	8.73s (#2)	41.66s (#11)	40.95s (#13)	8.78s (#2)	8.63s (#1)
nova-pro-v1	6.61s (#1)	9.31s (#1)	8.30s (#1)	7.11s (#1)	6.40s (#1)	6.03s (#1)	5.62s (#1)	4.76s (#1)	4.17s (#1)	5.39s (#1)	8.98s (#2)