Best models first. Then what they cost.

Name: Undominated.ai AI model price and capability catalogue
License: https://undominated.ai/methodology/

97 of 108 rated, priced models are beaten on quality and undercut on price by something else on this page. 11 are not.

410 models · 51 providers · 55 with tiered pricing · verified 2026-08-24

Best for

Measured on

Workload

Prompt size

106 ranked· 221 unrated · 51 distinct ranks

Ranks are significance ranks: models the benchmark cannot separate share one. **106 models occupy 51 genuinely distinct ranks** — a dotted marker means this model is statistically tied with others. Computed from a single estimated threshold, because this benchmark does not publish per-model intervals — switch to *Human preference* for measured ones.
#					Notes
1 Rank 1, tied with 1 others — on the value frontier	Claude Opus 5 Anthropic	63.1 1504.2arena	$10.00 $5.00in$25.00out	1M	frontier R T 3M
1 Rank 1, tied with 3 others	Claude Fable 5 Anthropic	62.1 1494.7arena	$20.00 $10.00in$50.00out	1M	R T 3M
2 Rank 2, tied with 4 others — on the value frontier	Grok 4.6 xAI	60.9 1443.7arena	$3.00 $2.00in$6.00out ×2 past 200K	500K	frontier R T 3M
2 Rank 2, tied with 4 others	GPT-5.6 Sol OpenAI	60.9 1454.2arena	$4.00 $2.00in$10.00out ×2 past 272K	1.1M	R T 3M
3 Rank 3, tied with 3 others	Kimi K3 Moonshot AI	59.7 1476.3arena	$6.00 $3.00in$15.00out	1.0M	open R T 3M
3 Rank 3, tied with 4 others — on the value frontier	GLM 5.3 Z.ai	59.5 1476.9arena	$2.15 $1.40in$4.40out	1.0M	frontier R T
6 Rank 6, tied with 4 others	Qwen3.8 Max Qwen	58.1	$3.00 $2.00in$6.00out	1M	R T 3M
7 Rank 7, tied with 5 others	Qwen3.8 2.4T A95B Qwen	57.7	$3.00 $2.00in$6.00out	1.0M	open R T
7 Rank 7, tied with 6 others	Claude Opus 4.8 Anthropic	57.3 1460.9arena	$10.00 $5.00in$25.00out	1M	R T 3M
7 Rank 7, tied with 7 others — on the value frontier	Muse Spark 1.2 Meta	56.8	$2.00 $1.25in$4.25out	1.0M	frontier R T 5M
8 Rank 8, tied with 7 others	GPT-5.6 Terra OpenAI	56.6 1446arena	$4.50 $2.00in$12.00out ×2 past 272K	1.1M	R T 3M
8 Rank 8, tied with 8 others	GPT-5.5 OpenAI	56.3 1470.9arena	$11.25 $5.00in$30.00out ×2 past 272K	1.1M	R T 3M
9 Rank 9, tied with 7 others — on the value frontier	Gemini 3.7 Flash Google	56.0 1490.2arena	$0.750 $0.375in$1.88out + reasoning billed	1.0M	frontier R T 5M
10 Rank 10, tied with 6 others	Grok 4.5 xAI	55.8 1452.3arena	$3.00 $2.00in$6.00out ×2 past 200K	500K	R T 3M
11 Rank 11, tied with 5 others	Claude Sonnet 5 Anthropic	55.3 1442.3arena	$4.00 $2.00in$10.00out	1M	R T 3M
12 Rank 12, tied with 4 others	Claude Opus 4.7 Anthropic	55.0 1490.1arena	$10.00 $5.00in$25.00out	1M	R T 3M
17 Rank 17, tied with 7 others	DeepSeek V4 Pro 0813 DeepSeek	53.2	$1.68 $1.12in$3.37out	1.0M	R T
17 Rank 17, tied with 7 others	Muse Spark 1.1 Meta	53.2 1478.3arena	$2.00 $1.25in$4.25out	1.0M	R T 5M
17 Rank 17, tied with 7 others	GPT-5.4 OpenAI	53.1 1469.6arena	$5.63 $2.50in$15.00out ×2 past 272K	1.1M	R T 3M
17 Rank 17, tied with 8 others	GLM 5.2 Z.ai	52.6 1465.4arena	$1.48 $0.966in$3.04out	1.0M	open R T
17 Rank 17, tied with 8 others — on the value frontier	GPT-5.6 Luna OpenAI	52.3 1428.5arena	$0.450 $0.200in$1.20out ×2 past 272K	1.1M	frontier R T 3M
17 Rank 17, tied with 8 others	Qwen3.8 27B Qwen	52.0 1440.8arena	$1.05 $0.400in$3.00out	1M	open R T 3M
17 Rank 17, tied with 8 others	Gemini 3.5 Flash Google	52.0 1482.6arena	$3.38 $1.50in$9.00out + reasoning billed	1.0M	R T 5M
17 Rank 17, tied with 8 others — on the value frontier	DeepSeek V4 Flash 0731 DeepSeek	51.8	$0.105 $0.080in$0.180out	1.3M	frontier R T
20 Rank 20, tied with 5 others	Gemini 3.6 Flash Google	51.6 1476.5arena	$1.50 $0.750in$3.75out + reasoning billed	1.0M	R T 5M
26 Rank 26, tied with 1 others	Claude Sonnet 4.6 Anthropic	48.4 1457.6arena	$6.00 $3.00in$15.00out	1M	R T 3M
26 Rank 26, tied with 2 others	Gemini 3.1 Pro Preview Google	47.7	$4.50 $2.00in$12.00out ×2 past 200K + reasoning billed	1.0M	R T 5M
27 Rank 27, tied with 3 others	Qwen3.7 Max Qwen	46.7 1474.3arena	$2.21 $1.48in$4.42out	1M	R T
28 Rank 28, tied with 3 others	MiniMax M3 MiniMax	45.4 1434.8arena	$0.525 $0.300in$1.20out	1.0M	open R T 3M
28 Rank 28, tied with 3 others	DeepSeek V4 Pro 0423 DeepSeek	45.3 1450.9arena	$0.496 $0.397in$0.794out off-peak discount	1.0M	open R T
29 Rank 29, tied with 2 others	Kimi K2.6 Moonshot AI	45.1 1455arena	$0.976 $0.541in$2.28out	262K	R T 2M
32 Rank 32, tied with 6 others	Kimi K2.7 Code Moonshot AI	43.0	$1.35 $0.670in$3.40out	262K	open R T 2M
32 Rank 32, tied with 6 others	MiMo-V2.5-Pro Xiaomi	42.9 1465arena	$0.544 $0.435in$0.870out	1.1M	R T
32 Rank 32, tied with 9 others	Inkling Thinking Machines	42.3 1439.2arena	$1.72 $0.950in$4.05out	1.0M	R T 3M
32 Rank 32, tied with 9 others	Hy3 preview Tencent	42.2	$0.285 $0.180in$0.600out	262K	R T
32 Rank 32, tied with 10 others — on the value frontier	DeepSeek V4 Flash 0423 DeepSeek	42.1 1431.6arena	$0.061 $0.049in$0.098out off-peak discount	1.0M	frontier open R T
32 Rank 32, tied with 11 others	Nex-N2-Pro Nex Agi	41.7	$0.438 $0.250in$1.00out	262K	R T 2M
32 Rank 32, tied with 11 others — on the value frontier	Solar Pro 4 Upstage	41.6 1376.2arena	$0.052 $0.030in$0.120out	524K	frontier R T
34 Rank 34, tied with 9 others	Inkling Small Thinking Machines	41.2 1411.7arena	$0.637 $0.450in$1.20out	1.0M	R T 3M
34 Rank 34, tied with 10 others	GLM 5.1 Z.ai	41.0 1464.1arena	$1.48 $0.966in$3.04out	205K	R T
34 Rank 34, tied with 10 others	GPT-5.4 Mini OpenAI	40.9 1412.1arena	$1.69 $0.750in$4.50out	400K	R T 3M
36 Rank 36, tied with 9 others	Grok Build 0.1 xAI	40.7	$1.25 $1.00in$2.00out ×2 past 200K	256K	R T 3M
37 Rank 37, tied with 8 others	Qwen3.6 Plus Qwen	40.5 1436.8arena	$0.731 $0.325in$1.95out ×4 past 256K	1M	R T 3M
40 Rank 40, tied with 7 others	GPT-5.4 Nano OpenAI	39.7 1372.8arena	$0.463 $0.200in$1.25out	400K	R T 3M
42 Rank 42, tied with 6 others	Qwen3.7 Plus Qwen	39.4 1456.2arena	$0.560 $0.320in$1.28out ×3 past 256K	1M	R T 2M
44 Rank 44, tied with 8 others	MiniMax M2.7 MiniMax	38.9 1405.3arena	$0.420 $0.240in$0.960out	205K	R T
44 Rank 44, tied with 10 others	Nemotron 3 Ultra NVIDIA	38.3	$1.35 $0.600in$3.60out	512K	open R T
45 Rank 45, tied with 9 others	MiMo-V2.5 Xiaomi	38.0 1427.3arena	$0.175 $0.140in$0.280out	1.1M	R T 4M
46 Rank 46, tied with 8 others	Grok 4.3 xAI	37.9 1397.5arena	$1.56 $1.25in$2.50out ×2 past 200K	1M	R T 3M
46 Rank 46, tied with 8 others — on the value frontier	Ling-3.0-flash inclusionAI	37.8	$0.032 $0.021in$0.063out	262K	frontier R T
46 Rank 46, tied with 8 others	Qwen3.6 27B Qwen	37.7	$1.35 $0.600in$3.60out	262K	R T 3M
46 Rank 46, tied with 8 others	GPT-5.1 OpenAI	37.5 1441.4arena	$3.44 $1.25in$10.00out	400K	R T 3M
47 Rank 47, tied with 8 others	Gemini 3.5 Flash Lite Google	37.4 1436.5arena	$0.850 $0.300in$2.50out + reasoning billed	1.0M	R T 5M
47 Rank 47, tied with 8 others	Claude Sonnet 4.5 Anthropic	37.4	$6.00 $3.00in$15.00out ×2 past 200K	1M	R T 3M
53 Rank 53, tied with 3 others	Kimi K2.5 Moonshot AI	36.0 1445.2arena	$0.900 $0.450in$2.25out	262K	R T 2M
55 Rank 55, tied with 4 others	GPT-5 OpenAI	35.3 1405.6arena	$3.44 $1.25in$10.00out	400K	R T 3M
56 Rank 56, tied with 4 others	GLM 4.7 Z.ai	34.5 1435.3arena	$0.738 $0.400in$1.75out	205K	R T
56 Rank 56, tied with 4 others	Qwen3.5 397B A17B Qwen	34.3 1438.3arena	$0.877 $0.390in$2.34out	262K	R T 3M
56 Rank 56, tied with 5 others	LongCat 2.0 Meituan	34.0	$0.525 $0.300in$1.20out	1.0M	R T
57 Rank 57, tied with 4 others	KAT-Coder-Pro V2 Kwaipilot	33.7	$0.525 $0.300in$1.20out	262K	T
59 Rank 59, tied with 4 others	Qwen3.5-122B-A10B Qwen	32.8 1417.9arena	$0.715 $0.260in$2.08out	262K	R T 3M
61 Rank 61, tied with 3 others	Qwen3.6 35B A3B Qwen	32.1	$0.355 $0.140in$1.00out	262K	R T 3M
61 Rank 61, tied with 4 others	DeepSeek V3.1 Terminus DeepSeek	31.4 1419.6arena	$0.453 $0.270in$1.00out	164K	R T
62 Rank 62, tied with 6 others	Step 3.7 Flash StepFun	30.9	$0.438 $0.200in$1.15out	262K	R T 3M
63 Rank 63, tied with 6 others	Mistral Medium 3.5 Mistral	30.4 1420.9arena	$3.00 $1.50in$7.50out	262K	R T 3M
64 Rank 64, tied with 5 others	Claude Haiku 4.5 Anthropic	29.9	$2.00 $1.00in$5.00out	200K	R T 3M
64 Rank 64, tied with 5 others	Claude Sonnet 4 Anthropic	29.8	$6.00 $3.00in$15.00out ×2 past 200K	1M	R T 3M
64 Rank 64, tied with 5 others	Gemma 4 31B Google	29.7 1441.7arena	$0.160 $0.100in$0.340out	262K	open R T 3M
65 Rank 65, tied with 4 others	GLM 4.6 Z.ai	29.3 1439.8arena	$0.875 $0.500in$2.00out	205K	R T
70 Rank 70, tied with 4 others	Gemma 4 26B A4B Google	26.1 1434.6arena	$0.138 $0.070in$0.340out	262K	R T 3M
70 Rank 70, tied with 4 others	Gemini 2.5 Pro Google	25.9 1457.3arena	$3.44 $1.25in$10.00out ×2 past 200K + reasoning billed	1.0M	R T 5M
70 Rank 70, tied with 4 others	GPT-5 Mini OpenAI	25.8 1373.4arena	$0.688 $0.250in$2.00out	400K	R T 3M
70 Rank 70, tied with 5 others	Nemotron 3 Super NVIDIA	25.7	$0.164 $0.085in$0.400out	1M	R T
70 Rank 70, tied with 5 others	Gemini 3.1 Flash Lite Preview Google	25.6	$0.563 $0.250in$1.50out + reasoning billed	1.0M	R T 5M
73 Rank 73, tied with 4 others	Qwen3.5-35B-A3B Qwen	24.3 1395.6arena	$0.500 $0.250in$1.25out	262K	R T 3M
75 Rank 75, tied with 3 others	gpt-oss-120b OpenAI	24.1 1365.6arena	$0.070 $0.037in$0.170out	131K	open R T
75 Rank 75, tied with 3 others	Nemotron 3.5 Lightning NVIDIA	23.6	$0.110 $0.080in$0.200out	262K	R T
76 Rank 76, tied with 4 others	Command A Cohere	22.8	$4.38 $2.50in$10.00out	256K	open
78 Rank 78, tied with 3 others	Mercury 2 Inception	21.9 1357.8arena	$0.375 $0.250in$0.750out	128K	R T
78 Rank 78, tied with 3 others	Qwen3.5-9B Qwen	21.8	$0.113 $0.100in$0.150out	262K	R T 3M
79 Rank 79, tied with 3 others	Qwen3 Coder Next Qwen	21.3	$0.290 $0.120in$0.800out	262K	T
81 Rank 81, tied with 4 others	Qwen3 235B A22B Thinking 2507 Qwen	19.9 1413.8arena	$0.747 $0.230in$2.30out	262K	R T
82 Rank 82, tied with 3 others	Mistral Small 4 Mistral	19.7	$0.262 $0.150in$0.600out	262K	open R T 2M
82 Rank 82, tied with 3 others	Trinity Large Thinking Arcee	18.7	$0.378 $0.220in$0.850out	262K	R T
82 Rank 82, tied with 3 others	R1 DeepSeek	18.6 1372.7arena	$1.15 $0.700in$2.50out	64K	R T
86 Rank 86, tied with 2 others	Qwen3 Next 80B A3B Thinking Qwen	16.9	$0.412 $0.150in$1.20out	262K	R T
86 Rank 86, tied with 10 others	Mistral Large 3 2512 Mistral	15.9	$0.750 $0.500in$1.50out	262K	T 3M
86 Rank 86, tied with 10 others	o3 Mini High OpenAI	15.7	$1.93 $1.10in$4.40out	200K	R T 2M
87 Rank 87, tied with 9 others	gpt-oss-20b OpenAI	15.2 1287.8arena	$0.055 $0.030in$0.130out	131K	R T
87 Rank 87, tied with 9 others	DeepSeek V3 0324 DeepSeek	15.2 1375arena	$0.438 $0.250in$1.00out	164K	T
87 Rank 87, tied with 9 others	GPT-4.1 Mini OpenAI	14.8	$0.700 $0.400in$1.60out	1.0M	T 3M
87 Rank 87, tied with 9 others	Mistral Medium 3.1 Mistral	14.7	$0.800 $0.400in$2.00out	131K	T 3M
87 Rank 87, tied with 9 others	Qwen3 30B A3B Thinking 2507 Qwen	14.6	$0.750 $0.200in$2.40out	82K	R T
87 Rank 87, tied with 9 others	Nemotron 3 Nano 30B A3B NVIDIA	14.5	$0.088 $0.050in$0.200out	262K	R T
87 Rank 87, tied with 9 others	Solar Pro 3 Upstage	14.5	$0.262 $0.150in$0.600out	131K	R T
87 Rank 87, tied with 9 others	Llama 4 Maverick Meta	14.5	$0.350 $0.200in$0.800out	1.0M	open T 2M
97 Rank 97, tied with 3 others	Qwen3 32B Qwen	11.4 1340.1arena	$0.130 $0.080in$0.280out	131K	R T
97 Rank 97, tied with 3 others	Ministral 3 14B 2512 Mistral	11.2	$0.200 $0.200in$0.200out	262K	T 2M
97 Rank 97, tied with 5 others	Qwen3 14B Qwen	10.4	$0.150 $0.120in$0.240out	131K	R T
97 Rank 97, tied with 5 others	Llama 4 Scout Meta	10.3	$0.150 $0.100in$0.300out	1.3M	open T 2M
99 Rank 99, tied with 4 others	GPT-4.1 Nano OpenAI	9.6	$0.175 $0.100in$0.400out	1.0M	T 3M
99 Rank 99, tied with 4 others	Ministral 3 8B 2512 Mistral	9.0	$0.150 $0.150in$0.150out	262K	T 2M
101 Rank 101, tied with 4 others	Qwen3 8B Qwen	8.3	$0.202 $0.117in$0.455out	131K	R T
103 Rank 103, tied with 2 others	Gemma 3 27B Google	7.4 1358.3arena	$0.172 $0.080in$0.450out	262K	T 2M
103 Rank 103, tied with 2 others	Ministral 3 3B 2512 Mistral	7.1	$0.100 $0.100in$0.100out	131K	T 2M
106 Rank 106	Gemma 3 12B Google	5.5 1334.2arena	$0.075 $0.050in$0.150out	131K	T 2M
221 models have no independent quality score. They are listed by price. Not benchmarked is not the same as benchmarked badly.
—	Ox Alpha Stealth	unrated	free freeinfreeout	1.0M	R T 3M
—	Lyria 3 Pro Preview Google	unrated	free freeinfreeout	1.0M	2M
—	Lyria 3 Clip Preview Google	unrated	free freeinfreeout	1.0M	2M
—	Free Models Router OpenRouter	unrated	free freeinfreeout	200K	T 2M
—	Mistral Nemo Mistral	unrated	$0.022 $0.019in$0.030out	131K	T
—	Granite 4.0 Micro IBM	unrated	$0.041 $0.017in$0.112out	131K
—	Llama 3 8B Lunaris Sao10k	unrated	$0.042 $0.040in$0.050out	8K
—	Nex-N2-Mini Nex Agi	unrated	$0.044 $0.025in$0.100out	262K	R T 2M
—	Qwen3.7 Flash Qwen	unrated	$0.055 $0.030in$0.130out ×3.3 past 32K+	1M	R T 3M
—	Mistral Small 3 Mistral	unrated	$0.058 $0.050in$0.080out	33K
—	Llama 3.1 8B Instruct Meta	unrated	$0.058 $0.050in$0.080out	131K	T
—	MythoMax 13B Gryphe	unrated	$0.060 $0.060in$0.060out	8K
—	Nova Micro 1.0 Amazon	unrated	$0.061 $0.035in$0.140out	128K	T
—	Granite 4.1 8B IBM	unrated	$0.063 $0.050in$0.100out	131K	open T
—	Gemma 3 4B Google	unrated	$0.063 $0.050in$0.100out	131K	2M
—	Command R7B (12-2024) Cohere	unrated	$0.066 $0.037in$0.150out	128K
—	Llama 3.2 1B Instruct Meta	unrated	$0.071 $0.027in$0.201out	60K
—	Laguna XS 2.1 Poolside	unrated	$0.075 $0.060in$0.120out	262K	R T
—	Gemma 3n 4B Google	unrated	$0.075 $0.060in$0.120out	33K
—	Hy-MT2-1.8B Tencent	unrated	$0.077 $0.044in$0.177out	8K
—	Qwen3 30B A3B Instruct 2507 Qwen	unrated	$0.084 $0.048in$0.193out	262K	T
—	Phi 4 Microsoft	unrated	$0.088 $0.070in$0.140out	16K	open
—	Reka Edge Reka	unrated	$0.100 $0.100in$0.100out	16K	R T 3M
—	Nova Lite 1.0 Amazon	unrated	$0.105 $0.060in$0.240out	300K	T 2M
—	Mistral Small 3.2 24B Mistral	unrated	$0.106 $0.075in$0.200out	131K	T 2M
—	Ministral 8B Mistral	unrated	$0.110 $0.110in$0.110out	128K
—	Laguna S 2.1 Poolside	unrated	$0.113 $0.090in$0.180out	1.0M	R T
—	Qwen3.5-Flash Qwen	unrated	$0.114 $0.065in$0.260out	1M	R T 3M
—	Llama 3.2 3B Instruct Meta	unrated	$0.120 $0.050in$0.330out	131K
—	Qwen3 Coder 30B A3B Instruct Qwen	unrated	$0.123 $0.070in$0.280out	262K	T
—	Muse Spark 1.2 Contributor Meta	unrated	$0.125 $0.100in$0.200out	1.0M	R T 5M
—	UI-TARS 7B ByteDance	unrated	$0.125 $0.100in$0.200out	128K	2M
—	Reka Flash 3 Reka	unrated	$0.125 $0.100in$0.200out	66K	R
—	Qwen2.5 7B Instruct Qwen	unrated	$0.125 $0.100in$0.200out	33K	T
—	Hy-MT2-30B-A3B Tencent	unrated	$0.129 $0.074in$0.295out	8K
—	Hy-MT2-7B Tencent	unrated	$0.129 $0.074in$0.295out	8K
—	Seed 1.6 Flash ByteDance	unrated	$0.131 $0.075in$0.300out ×1.3 past 128K	262K	R T 3M
—	gpt-oss-safeguard-20b OpenAI	unrated	$0.131 $0.075in$0.300out	131K	R T
—	GPT-5 Nano OpenAI	unrated	$0.138 $0.050in$0.400out	400K	R T 3M
—	GLM 4.7 Flash Z.ai	unrated	$0.145 $0.060in$0.400out	203K	R T