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OpenClaw / Cost

See which models complete OpenClaw tasks at the lowest cost.

UpdatedJun 12, 2026, 6:42 PM

MethodPublished benchmark snapshot

Rank	Model	Lowest cost	Success rate	Submissions	Time	Average cost	Summary
#1	Llama 4 Scout Meta Llama	$0.24	3.19%	1	05/05, 05:49	$0.24	OpenClaw task best cost $0.24, success rate 3.19%.
#2	Gpt Oss 120b Openai	$0.30	47.45%	13	05/30, 09:24	$0.50	OpenClaw task best cost $0.30, success rate 47.45%.
#3	Gpt Oss 20b Openai	$0.31	41.80%	10	05/15, 01:03	$0.45	OpenClaw task best cost $0.31, success rate 41.80%.
#4	Gemma 4 26b A4b It Google	$0.45	77.06%	17	05/30, 12:21	$1.23	OpenClaw task best cost $0.45, success rate 77.06%.
#5	Mistral Large 2512 Mistralai	$0.48	72.94%	17	05/30, 10:35	$6.56	OpenClaw task best cost $0.48, success rate 72.94%.
#6	Step 3.5 Flash Stepfun	$0.50	84.73%	12	05/30, 12:16	$1.12	OpenClaw task best cost $0.50, success rate 84.73%.
#7	Gpt 5.4 Nano Openai	$0.78	77.26%	17	05/30, 13:29	$1.41	OpenClaw task best cost $0.78, success rate 77.26%.
#8	Nova 2 Lite V1 Amazon	$0.84	58.92%	17	05/30, 12:38	$4.67	OpenClaw task best cost $0.84, success rate 58.92%.
#9	Deepseek V4 Flash Deepseek	$0.88	91.46%	7	05/30, 10:40	$1.44	OpenClaw task best cost $0.88, success rate 91.46%.
#10	Gemma 4 31b It Google	$1.03	77.04%	12	05/30, 14:32	$1.84	OpenClaw task best cost $1.03, success rate 77.04%.

Llama 4 Scout Meta Llama

Lowest cost $0.24

Average cost $0.24 · Success rate 3.19%

OpenClaw task best cost $0.24, success rate 3.19%.

Gpt Oss 120b Openai

Lowest cost $0.30

Average cost $0.50 · Success rate 47.45%

OpenClaw task best cost $0.30, success rate 47.45%.

Gpt Oss 20b Openai

Lowest cost $0.31

Average cost $0.45 · Success rate 41.80%

OpenClaw task best cost $0.31, success rate 41.80%.

Gemma 4 26b A4b It Google

Lowest cost $0.45

Average cost $1.23 · Success rate 77.06%

OpenClaw task best cost $0.45, success rate 77.06%.

Mistral Large 2512 Mistralai

Lowest cost $0.48

Average cost $6.56 · Success rate 72.94%

OpenClaw task best cost $0.48, success rate 72.94%.

Step 3.5 Flash Stepfun

Lowest cost $0.50

Average cost $1.12 · Success rate 84.73%

OpenClaw task best cost $0.50, success rate 84.73%.

Gpt 5.4 Nano Openai

Lowest cost $0.78

Average cost $1.41 · Success rate 77.26%

OpenClaw task best cost $0.78, success rate 77.26%.

Nova 2 Lite V1 Amazon

Lowest cost $0.84

Average cost $4.67 · Success rate 58.92%

OpenClaw task best cost $0.84, success rate 58.92%.

Deepseek V4 Flash Deepseek

Lowest cost $0.88

Average cost $1.44 · Success rate 91.46%

OpenClaw task best cost $0.88, success rate 91.46%.

#10

Gemma 4 31b It Google

Lowest cost $1.03

Average cost $1.84 · Success rate 77.04%

OpenClaw task best cost $1.03, success rate 77.04%.