Terminal-Bench 2.0 (Vals) · Open Analysis

#	Model	Effort	Score	Cost / task	Harness
1	GPT-5.5	high	73.2%	$1.82	–
2	Opus 4.8	max	70.0%	$0.884	–
3	Opus 4.7	high	68.5%	$0.976	–
4	Gemini 3.5 Flash	high	67.4%	$1.19	–
5	Gemini 3.1 Pro	high	67.4%	$0.516	–
6	GPT-5.3 Codex	high	64.0%	$0.345	–
7	Muse Spark	–	59.6%	$0.070	–
8	Sonnet 4.6	max	59.6%	$0.519	–
9	Qwen 3.7 Max	max	59.2%	$0.719	–
10	Opus 4.5	high	58.4%	$1.18	–
11	Opus 4.6	max	58.4%	$1.14	–
12	GPT-5.4	high	58.4%	$0.512	–
13	Kimi K2.6	max	57.3%	$0.193	–
14	DeepSeek V4	max	56.2%	$0.180	–
15	Gemini 3 Pro	high	55.1%	$0.456	–
16	GLM 5.1	max	53.9%	$0.158	–
17	Gemini 3 Flash	high	51.7%	$0.169	–
18	GPT-5.2	high	51.7%	$0.470	–
19	Qwen 3.6 Max	max	51.7%	$0.320	–
20	GLM 5	high	49.4%	$0.247	–
21	MiniMax M2.7	high	47.2%	$0.074	–
22	MiniMax M3	max	46.1%	$0.216	–
23	Qwen 3.6 Plus	max	44.9%	$0.146	–
24	GPT-5.1	high	44.9%	$0.408	–
25	Qwen 3.6 27B	max	44.9%	$0.298	–
26	GPT-5.4 Mini	high	44.9%	$0.914	–
27	Grok 4.3	xhigh	43.4%	$1.12	–
28	Sonnet 4.5	high	41.6%	$0.751	–
29	MiniMax M2.5	high	41.6%	$0.085	–
30	Qwen 3.5 Plus	none	41.6%	$0.322	–
31	Grok 4.20	xhigh	40.4%	$0.154	–
32	Kimi K2.5	max	40.4%	$0.140	–
33	GPT-5.4 Nano	high	39.9%	$0.224	–
34	Gemma 4 31B IT	high	39.3%	–	–
35	Haiku 4.5	xhigh	38.2%	$0.328	–
36	GLM 4.7	none	38.2%	$0.184	–
37	MiniMax M2.1	–	37.1%	$0.070	–
38	GPT-5	high	37.1%	$0.477	–
39	Kimi K2	medium	37.1%	$0.116	–
40	DeepSeek V3.2	high	36.0%	$0.166	–
41	Laguna M.1	–	31.5%	–	–
42	Gemini 2.5 Pro	high	30.3%	$0.472	–
43	Mistral Medium 3.5	high	30.3%	$4.71	–
44	Grok 4 Fast	none	29.2%	$0.034	–
45	Laguna XS.2	–	28.1%	–	–
46	GLM 4.6	none	28.1%	$0.144	–
47	Grok 4	high	28.1%	$0.553	–
48	GPT-5 Mini	high	27.0%	$0.117	–
49	Grok 4.1 Fast	high	24.7%	$0.056	–
50	Gemini 3.1 Flash-Lite	high	24.7%	$0.065	–
51	Qwen 3.5 Flash	max	24.7%	$0.110	–
52	Qwen 3 Max	max	24.7%	$0.423	–
53	DeepSeek V3.1	none	22.5%	$0.502	–
54	Gemini 2.5 Flash	medium	21.3%	$0.144	–
55	gpt-oss-120b	high	19.1%	$0.132	–
56	Trinity Large Thinking	–	18.0%	$0.326	–
57	Mistral Small 4	high	16.9%	$0.106	–
58	GPT-4.1	high	14.6%	$1.08	–
59	Magistral Medium 1.2	medium	13.5%	$0.567	–
60	Mistral Large 3	none	9.0%	$0.030	–
61	Command A	none	2.2%	$2.44	–
62	Llama 4 Maverick	medium	2.2%	$0.034	–