Coding Text Model Leaderboard

Terminal tasks, software engineering, scientific computing, migration, and reconstruction.


1	ANClaude Opus 5.5	Sep 22, 2026	100%27 items	$5	$4	$20	83.9
2	ANClaude Sonnet 5.5	Sep 28, 2026	100%27 items	$2.5	$2	$10	78.6
3	ANClaude Fable 5.1	Sep 1, 2026	100%26 items	$12.5	$10	$50	74.9
4	OPGPT-6 Astra	Sep 3, 2026	100%27 items	$1	$10	$50	74.6
5	GOGemini 4 Argon	Sep 30, 2026	100%27 items	$0.1	$2	$10	72.3
6	OPGPT-6.1 Terra	Oct 26, 2026	60%18 items	$0.05	$1	$5	70.3
7	OPGPT-6.1 Sol	Oct 8, 2026	100%27 items	$0.1	$2	$10	70.1
8	ANClaude Opus 5	Jul 24, 2026	100%26 items	$6.25	$5	$25	67.6
9	OPGPT-6 Sol	Sep 22, 2026	100%25 items	$0.2	$2	$10	64.7
10	ANClaude Fable 5	Jun 9, 2026	100%22 items	$12.5	$10	$50	64.5
11	OPGPT-5.6 Sol	Jul 9, 2026	100%25 items	$0.4	$4	$20	61.8
12	ZAGLM 5.3	Oct 5, 2026	100%27 items	$0.26	$1.4	$4.4	61.2
13	DEDeepSeek V4.1 Flash 1017	Oct 17, 2026	80%21 items	$0.003	$0.15	$0.6	59.7
14	STStep 5 Preview	Sep 20, 2026	80%19 items	¥0.35	¥7	¥20	59.6
15	MEMuse Spark 1.3	Sep 2, 2026	100%24 items	$0.15	$1.25	$4.25	59.4
16	ANClaude Haiku 5.5	Oct 7, 2026	100%27 items	$0.125	$0.1	$0.5	59.4
17	XIMiMo V2.6 Pro	Sep 21, 2026	100%21 items	$0.0036	$0.435	$0.87	58.2
18	OPGPT-5.6 Terra	Jul 9, 2026	100%24 items	$0.2	$2	$12	56.0
19	XAGrok 4.7	Sep 21, 2026	100%26 items	$0.5	$2	$6	55.8
20	MIMiniMax M3.1 Flash	Oct 19, 2026	60%15 items	$0.015	$0.15	$0.6	55.1
21	OPGPT-5.5	Apr 23, 2026	80%20 items	$0.5	$5	$30	54.4
22	ANClaude Opus 4.8	May 28, 2026	100%22 items	$6.25	$5	$25	54.2
23	XAGrok 4.6	Aug 12, 2026	100%26 items	$0.5	$2	$6	53.3
24	DEDeepSeek V4.1 Flash	Sep 10, 2026	100%25 items	$0.003	$0.15	$0.6	52.9
25	GOGemini 3.8 Flash	Sep 2, 2026	100%26 items	$0.075	$0.75	$3.75	52.2
26	ZAGLM-5.3 Flash	Aug 26, 2026	100%24 items	$0.03	$0.15	$0.5	52.1
27	ALQwen3.8 Max	Aug 3, 2026	100%23 items	$0.25	$2	$6	50.4
28	MEMuse Spark 1.1	Apr 8, 2026	80%16 items	$0.15	$1.25	$4.25	50.2
29	OPGPT-6 Luna	Sep 22, 2026	100%27 items	$0.01	$0.1	$0.5	50.0
30	ANClaude Sonnet 5	Jun 30, 2026	100%22 items	$2.5	$2	$10	49.4
31	MAKimi K3	Jul 16, 2026	100%26 items	$3	$3	$15	49.3
32	OPGPT-5.6 Luna	Jul 9, 2026	100%25 items	$0.02	$0.2	$1.2	49.0
33	ANClaude Sonnet 4.6	Feb 17, 2026	80%19 items	$3.75	$3	$15	49.0
34	DEDeepSeek V4 Pro 0813	Aug 13, 2026	100%23 items	$0.022	$0.66	$1.98	48.6
35	ZAGLM-5.2	Jun 13, 2026	80%19 items	$0.26	$1.4	$4.4	48.5
36	GOGemini 3.6 Flash	Jul 21, 2026	80%20 items	$0.075	$0.75	$3.75	48.5
37	DEDeepSeek V4 Flash 0731	Jul 31, 2026	100%18 items	Unverified	$0.016	$0.64	48.4
38	XAGrok 4.5	Jul 8, 2026	100%20 items	$0.3	$2	$6	47.5
39	MEMuse Spark 1.2	Aug 5, 2026	100%18 items	$0.15	$1.25	$4.25	46.7
40	MAKimi K2.6	Apr 21, 2026	80%18 items	$0.16	$0.95	$4	45.9
41	MAKimi K2.7 Code	Jun 12, 2026	80%15 items	$0.19	$0.95	$4	44.2
42	ZAGLM-5.1	Apr 7, 2026	80%17 items	$0.26	$1.4	$4.4	43.4
43	ALQwen3.7 Max	May 21, 2026	60%17 items	$0.5	$2.5	$7.5	42.2
44	MIMiniMax-M2.7	Mar 18, 2026	80%15 items	$0.06	$0.3	$1.2	41.5
45	OPGPT-5.4 mini	Mar 17, 2026	100%20 items	$0.075	$0.75	$4.5	40.6
46	XAGrok 4.3	Apr 17, 2026	80%15 items	$0.2	$1.25	$2.5	40.4
47	ALQwen3.7 Plus	Jun 2, 2026	60%14 items	$0.05	$0.4	$1.6	40.4
48	XIMiMo-V2.5-Pro	Apr 22, 2026	80%15 items	$0.0036	$0.435	$0.87	40.3
49	TMInkling Small	Jul 30, 2026	100%21 items	Unverified	$0.45	$1.2	39.9
50	XIMiMo-V2.5	Apr 22, 2026	60%12 items	$0.0028	$0.14	$0.28	39.4
51	MIMiniMax-M3	Jun 1, 2026	80%21 items	$0.06	$0.3	$1.2	39.3
52	TMInkling	Jul 15, 2026	100%23 items	$0.374	$1.87	$4.68	38.4
53	ANClaude Haiku 4.5	Oct 15, 2025	80%19 items	$1.25	$1	$5	38.4
54	GOGemini 3.5 Flash Lite	Jul 21, 2026	80%21 items	$0.03	$0.3	$2.5	38.0
55	INLing-3.0-flash (free)	Jul 23, 2026	60%11 items	Unverified	$0.021	$0.063	34.8

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These models have partial scores and will receive a rank when evidence is complete.

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MEMuse Wonder Full	77.9	Only one evaluation institution so far · Fewer than 3 coding evaluation types
MEMuse Wonder	74.2	Fewer than 3 coding evaluation types
XAGrok Voice 3.0	No score	Only one evaluation institution so far · Fewer than 3 coding evaluation types · Fewer than 2 reasoning evaluation types · Fewer than 2 professional-work evaluation types · Fewer than 2 knowledge and language evaluation types
IGGranite Switch 4.1 8B	No score	Only one evaluation institution so far · Fewer than 3 coding evaluation types · Fewer than 2 reasoning evaluation types · Fewer than 2 professional-work evaluation types · Fewer than 2 knowledge and language evaluation types
IGGranite Switch 4.1 30B	No score	Only one evaluation institution so far · Fewer than 3 coding evaluation types · Fewer than 2 reasoning evaluation types · Fewer than 2 professional-work evaluation types · Fewer than 2 knowledge and language evaluation types
NVNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16	No score	Only one evaluation institution so far · Fewer than 3 coding evaluation types · Fewer than 2 reasoning evaluation types · Fewer than 2 professional-work evaluation types · Fewer than 2 knowledge and language evaluation types
NVNVIDIA-Nemotron-3.5-Super-VL-120B-A12B-NVFP4	No score	Only one evaluation institution so far · Fewer than 3 coding evaluation types · Fewer than 2 reasoning evaluation types · Fewer than 2 professional-work evaluation types · Fewer than 2 knowledge and language evaluation types

Coding Text Model Leaderboard

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