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OpenClaw / Cost

See which models complete OpenClaw tasks at the lowest cost.

UpdatedMar 21, 2026, 1:21 AM

MethodPublished benchmark snapshot

Rank	Model	Lowest cost	Success rate	Submissions	Time	Average cost	Summary
#1	Gpt Oss 120b Openai	$0.03	60.61%	7	03/21, 08:22	$0.04	OpenClaw task best cost $0.03, success rate 60.61%.
#2	Qwen 2.5 7b Instruct Qwen	$0.06	40.29%	12	03/19, 11:57	$0.08	OpenClaw task best cost $0.06, success rate 40.29%.
#3	Qwen3.5 35b A3b Qwen	$0.07	78.35%	11	03/19, 02:29	$0.27	OpenClaw task best cost $0.07, success rate 78.35%.
#4	Mercury 2 Inception	$0.07	78.01%	7	03/20, 08:59	$0.11	OpenClaw task best cost $0.07, success rate 78.01%.
#5	Deepseek Chat Deepseek	$0.08	71.69%	16	03/21, 08:35	$0.19	OpenClaw task best cost $0.08, success rate 71.69%.
#6	Minimax M2.1 Minimax	$0.11	84.27%	21	03/21, 08:46	$0.15	OpenClaw task best cost $0.11, success rate 84.27%.
#7	Glm 4.5 Air Z Ai	$0.11	85.71%	15	03/21, 08:41	$0.15	OpenClaw task best cost $0.11, success rate 85.71%.
#8	Minimax M2.5 Minimax	$0.14	87.82%	15	03/21, 08:38	$0.18	OpenClaw task best cost $0.14, success rate 87.82%.
#9	Gemini 2.5 Flash Google	$0.17	70.73%	16	03/21, 09:15	$0.23	OpenClaw task optimal cost $0.17, success rate 70.73%.
#10	Llama 4 Maverick Meta Llama	$0.20	46.12%	9	03/19, 11:40	$0.37	OpenClaw task best cost $0.20, success rate 46.12%.

Gpt Oss 120b Openai

Lowest cost $0.03

Average cost $0.04 · Success rate 60.61%

OpenClaw task best cost $0.03, success rate 60.61%.

Qwen 2.5 7b Instruct Qwen

Lowest cost $0.06

Average cost $0.08 · Success rate 40.29%

OpenClaw task best cost $0.06, success rate 40.29%.

Qwen3.5 35b A3b Qwen

Lowest cost $0.07

Average cost $0.27 · Success rate 78.35%

OpenClaw task best cost $0.07, success rate 78.35%.

Mercury 2 Inception

Lowest cost $0.07

Average cost $0.11 · Success rate 78.01%

OpenClaw task best cost $0.07, success rate 78.01%.

Deepseek Chat Deepseek

Lowest cost $0.08

Average cost $0.19 · Success rate 71.69%

OpenClaw task best cost $0.08, success rate 71.69%.

Minimax M2.1 Minimax

Lowest cost $0.11

Average cost $0.15 · Success rate 84.27%

OpenClaw task best cost $0.11, success rate 84.27%.

Glm 4.5 Air Z Ai

Lowest cost $0.11

Average cost $0.15 · Success rate 85.71%

OpenClaw task best cost $0.11, success rate 85.71%.

Minimax M2.5 Minimax

Lowest cost $0.14

Average cost $0.18 · Success rate 87.82%

OpenClaw task best cost $0.14, success rate 87.82%.

Gemini 2.5 Flash Google

Lowest cost $0.17

Average cost $0.23 · Success rate 70.73%

OpenClaw task optimal cost $0.17, success rate 70.73%.

#10

Llama 4 Maverick Meta Llama

Lowest cost $0.20

Average cost $0.37 · Success rate 46.12%

OpenClaw task best cost $0.20, success rate 46.12%.