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OpenClaw / Speed

See which models finish OpenClaw tasks the fastest.

UpdatedJun 12, 2026, 6:42 PM

MethodPublished benchmark snapshot

Rank	Model	Best time	Success rate	Submissions	Time	Average time	Summary
#1	Mercury 2 Inception	11.00s	100.00%	20	06/03, 05:55	2466.72s	OpenClaw task best time 11.00s, success rate 100.00%.
#2	Claude Opus 4.6 Anthropic	12.14s	100.00%	24	06/03, 05:57	13566.12s	OpenClaw task best time 12.14s, success rate 100.00%.
#3	Gpt Oss 20b Openai	4895.86s	41.80%	10	05/15, 01:03	6664.78s	OpenClaw task best time 4895.86s, success rate 41.80%.
#4	Nova 2 Lite V1 Amazon	5192.37s	58.92%	17	05/30, 12:38	10405.98s	OpenClaw task best time 5192.37s, success rate 58.92%.
#5	Gemini 3.1 Flash Lite Google	5633.95s	80.50%	1	05/08, 02:43	5633.95s	OpenClaw task best time 5633.95s, success rate 80.50%.
#6	Gemini 3 Flash Preview Google	6109.88s	79.99%	18	05/30, 09:31	11836.23s	OpenClaw task best time 6109.88s, success rate 79.99%.
#7	Gpt Oss 120b Openai	6274.02s	47.45%	13	05/30, 09:24	10841.47s	OpenClaw task best time 6274.02s, success rate 47.45%.
#8	Glm 5.1 Z Ai	7321.83s	76.57%	6	05/30, 09:38	18665.99s	OpenClaw task best time 7321.83s, success rate 76.57%.
#9	Gpt 5.4 Mini Openai	7325.48s	86.40%	17	05/30, 12:21	11949.38s	OpenClaw task best time 7325.48s, success rate 86.40%.
#10	Gemini 3.1 Pro Preview Google	7779.98s	82.94%	10	05/30, 11:21	10213.77s	OpenClaw task best time 7779.98s, success rate 82.94%.

Mercury 2 Inception

Best time 11.00s

Average time 2466.72s · Success rate 100.00%

OpenClaw task best time 11.00s, success rate 100.00%.

Claude Opus 4.6 Anthropic

Best time 12.14s

Average time 13566.12s · Success rate 100.00%

OpenClaw task best time 12.14s, success rate 100.00%.

Gpt Oss 20b Openai

Best time 4895.86s

Average time 6664.78s · Success rate 41.80%

OpenClaw task best time 4895.86s, success rate 41.80%.

Nova 2 Lite V1 Amazon

Best time 5192.37s

Average time 10405.98s · Success rate 58.92%

OpenClaw task best time 5192.37s, success rate 58.92%.

Gemini 3.1 Flash Lite Google

Best time 5633.95s

Average time 5633.95s · Success rate 80.50%

OpenClaw task best time 5633.95s, success rate 80.50%.

Gemini 3 Flash Preview Google

Best time 6109.88s

Average time 11836.23s · Success rate 79.99%

OpenClaw task best time 6109.88s, success rate 79.99%.

Gpt Oss 120b Openai

Best time 6274.02s

Average time 10841.47s · Success rate 47.45%

OpenClaw task best time 6274.02s, success rate 47.45%.

Glm 5.1 Z Ai

Best time 7321.83s

Average time 18665.99s · Success rate 76.57%

OpenClaw task best time 7321.83s, success rate 76.57%.

Gpt 5.4 Mini Openai

Best time 7325.48s

Average time 11949.38s · Success rate 86.40%

OpenClaw task best time 7325.48s, success rate 86.40%.

#10

Gemini 3.1 Pro Preview Google

Best time 7779.98s

Average time 10213.77s · Success rate 82.94%

OpenClaw task best time 7779.98s, success rate 82.94%.