Large Model Rankings

Rank	Model	Provider	Score (source scale)	Public API price
1	Claude Opus 5.5 (max with fallback) Base family: Claude Opus 5.5	Anthropic	58	Provider list price $4 / $20 per 1M tokens (input / output)
2	Claude Opus 5.5 (xhigh with fallback) Base family: Claude Opus 5.5	Anthropic	56	Provider list price $4 / $20 per 1M tokens (input / output)
3	Claude Sonnet 5.5 (max with fallback) Base family: Claude Sonnet 5.5	Anthropic	56	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
4	Claude Opus 5.5 (high with fallback) Base family: Claude Opus 5.5	Anthropic	54	Provider list price $4 / $20 per 1M tokens (input / output)
5	Claude Fable 5.1 (max with fallback) Base family: Claude Fable 5.1	Anthropic	53	Provider list price $10 / $50 per 1M tokens (input / output)
6	Claude Fable 5.1 (xhigh with fallback) Base family: Claude Fable 5.1	Anthropic	53	Provider list price $10 / $50 per 1M tokens (input / output)
7	GPT-6 Astra (max) Base family: GPT-6 Astra	OpenAI	53	Public API price (source-reported) $10 / $50 per 1M tokens (input / output)
8	Gemini 4 Argon (high) Base family: Gemini 4 Argon	Google	53	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
9	GPT-6 Astra (xhigh) Base family: GPT-6 Astra	OpenAI	52	Public API price (source-reported) $10 / $50 per 1M tokens (input / output)
10	Claude Sonnet 5.5 (xhigh with fallback) Base family: Claude Sonnet 5.5	Anthropic	52	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
11	GPT-6.1 Sol (max) Base family: GPT-6.1 Sol	OpenAI	52	Provider list price $2 / $10 per 1M tokens (input / output)
12	Claude Opus 5.5 (medium with fallback) Base family: Claude Opus 5.5	Anthropic	51	Provider list price $4 / $20 per 1M tokens (input / output)
13	Claude Fable 5.1 (high with fallback) Base family: Claude Fable 5.1	Anthropic	51	Provider list price $10 / $50 per 1M tokens (input / output)
14	GPT-6.1 Sol (xhigh) Base family: GPT-6.1 Sol	OpenAI	51	Provider list price $2 / $10 per 1M tokens (input / output)
15	GPT-6 Astra (high) Base family: GPT-6 Astra	OpenAI	51	Public API price (source-reported) $10 / $50 per 1M tokens (input / output)
16	GPT-6.1 Sol (high) Base family: GPT-6.1 Sol	OpenAI	50	Provider list price $2 / $10 per 1M tokens (input / output)
17	GPT-6 Astra (medium) Base family: GPT-6 Astra	OpenAI	50	Public API price (source-reported) $10 / $50 per 1M tokens (input / output)
18	Claude Fable 5.1 (medium with fallback) Base family: Claude Fable 5.1	Anthropic	49	Provider list price $10 / $50 per 1M tokens (input / output)
19	Muse Spark 1.3 (max) Base family: Muse Spark 1.3	Meta	48	Public API price (source-reported) $1.25 / $4.25 per 1M tokens (input / output)
20	GPT-6.1 Sol (medium) Base family: GPT-6.1 Sol	OpenAI	48	Provider list price $2 / $10 per 1M tokens (input / output)
21	GPT-6 Sol (max) Base family: GPT-6 Sol	OpenAI	48	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
22	Claude Fable 5.1 (low with fallback) Base family: Claude Fable 5.1	Anthropic	47	Provider list price $10 / $50 per 1M tokens (input / output)
23	Claude Sonnet 5.5 (high with fallback) Base family: Claude Sonnet 5.5	Anthropic	47	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
24	Grok 4.7 (xhigh) Base family: Grok 4.7	SpaceXAI	46	Public API price (source-reported) $2 / $6 per 1M tokens (input / output)
25	Grok 4.7 (high) Base family: Grok 4.7	SpaceXAI	46	Public API price (source-reported) $2 / $6 per 1M tokens (input / output)
26	MiMo-V2.6-Pro	Xiaomi	46	Public API price (source-reported) $0.43 / $0.87 per 1M tokens (input / output)
27	GPT-6 Astra (low) Base family: GPT-6 Astra	OpenAI	46	Public API price (source-reported) $10 / $50 per 1M tokens (input / output)
28	Qwen3.8 Max (0902) Base family: Qwen3.8 Max Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	45	Provider list price CNY 12–14.988 / CNY 36–44.965 per 1M tokens (input / output)
29	Muse Spark 1.3 (xhigh) Base family: Muse Spark 1.3	Meta	45	Public API price (source-reported) $1.25 / $4.25 per 1M tokens (input / output)
30	GLM-5.3 (max) Base family: GLM-5.3	Z AI	45	Public API price (source-reported) $1.40 / $4.40 per 1M tokens (input / output)
31	GPT-6 Sol (xhigh) Base family: GPT-6 Sol	OpenAI	44	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
32	Step 5 Preview	StepFun	44	Public API price (source-reported) No public API price reported by the source
33	Kimi K3 (max) Base family: Kimi K3	Kimi	44	Provider list price $3 / $15 per 1M tokens (input / output)
34	GPT-6 Sol (high) Base family: GPT-6 Sol	OpenAI	43	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
35	Claude Opus 5.5 (low with fallback) Base family: Claude Opus 5.5	Anthropic	42	Provider list price $4 / $20 per 1M tokens (input / output)
36	GPT-6.1 Sol (low) Base family: GPT-6.1 Sol	OpenAI	42	Provider list price $2 / $10 per 1M tokens (input / output)
37	GPT-5.6 Terra (max) Base family: GPT-5.6 Terra	OpenAI	42	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
38	GLM-5.3-Flash	Z AI	42	Public API price (source-reported) $0.06 / $0.20 per 1M tokens (input / output)
39	Gemini 3.8 Flash (high) Base family: Gemini 3.8 Flash	Google	41	Public API price (source-reported) $0.75 / $3.75 per 1M tokens (input / output)
40	Claude Sonnet 5.5 (medium with fallback) Base family: Claude Sonnet 5.5	Anthropic	41	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
41	Qwen3.8 2.4T A95B Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	40	Provider list price CNY 12–14.988 / CNY 36–44.965 per 1M tokens (input / output)
42	Qwen3.8-Flash-Next	Alibaba	40	Public API price (source-reported) $0.16 / $0.47 per 1M tokens (input / output)
43	GPT-6 Sol (medium) Base family: GPT-6 Sol	OpenAI	40	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
44	Gemini 3.8 Flash (medium) Base family: Gemini 3.8 Flash	Google	40	Public API price (source-reported) $0.75 / $3.75 per 1M tokens (input / output)
45	DeepSeek V4.1 Flash (max) Base family: DeepSeek V4.1 Flash Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.	DeepSeek	39	Provider list price $0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)
46	GPT-5.6 Terra (xhigh) Base family: GPT-5.6 Terra	OpenAI	38	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
47	MiMo-V2.6-Flash	Xiaomi	38	Public API price (source-reported) $0.14 / $0.28 per 1M tokens (input / output)
48	GPT-6 Luna (max) Base family: GPT-6 Luna	OpenAI	37	Public API price (source-reported) $0.10 / $0.50 per 1M tokens (input / output)
49	DeepSeek V4 Pro 0813 (max) Base family: DeepSeek V4 Pro 0813 Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.	DeepSeek	36	Provider list price $0.66–$1.32 / $1.98–$3.96 per 1M tokens (input / output)
50	DeepSeek V4 Flash Vision (max) Base family: DeepSeek V4 Flash Vision Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.	DeepSeek	35	Provider list price $0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)
51	GLM-5.3 (low) Base family: GLM-5.3	Z AI	34	Public API price (source-reported) No public API price reported by the source
52	GPT-5.6 Terra (high) Base family: GPT-5.6 Terra	OpenAI	34	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
53	JT-4.1 Flash 236B A21B	China Mobile	34 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
54	GPT-6 Sol (low) Base family: GPT-6 Sol	OpenAI	34	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
55	GPT-6 Luna (xhigh) Base family: GPT-6 Luna	OpenAI	34	Public API price (source-reported) $0.10 / $0.50 per 1M tokens (input / output)
56	Qwen3.8 27B (xhigh) Base family: Qwen3.8 27B Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	34	Provider list price CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)
57	Motif 3	Motif Technologies	34 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
58	Gemini 3.8 Flash (low) Base family: Gemini 3.8 Flash	Google	33	Public API price (source-reported) $0.75 / $3.75 per 1M tokens (input / output)
59	GPT-5.3 Codex (xhigh) Base family: GPT-5.3 Codex	OpenAI	33 Estimated; not independently benchmarked	Public API price (source-reported) $1.75 / $14 per 1M tokens (input / output)
60	GPT-6 Luna (high) Base family: GPT-6 Luna	OpenAI	32	Public API price (source-reported) $0.10 / $0.50 per 1M tokens (input / output)
61	K2 Horizon 375B A23B	Institute of Foundation Models	31	Public API price (source-reported) No public API price reported by the source
62	GPT-5.6 Terra (medium) Base family: GPT-5.6 Terra	OpenAI	30	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
63	Kimi K3 (low) Base family: Kimi K3	Kimi	30	Provider list price $3 / $15 per 1M tokens (input / output)
64	Gemini 3.1 Pro Preview	Google	30	Public API price (source-reported) $1 / $6 per 1M tokens (input / output)
65	GPT-6 Luna (medium) Base family: GPT-6 Luna	OpenAI	29	Public API price (source-reported) $0.10 / $0.50 per 1M tokens (input / output)
66	MiniMax-M3	MiniMax	29	Public API price (source-reported) $0.30 / $1.20 per 1M tokens (input / output)
67	Nex-N2-Pro	Nex AGI	28 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
68	Solar Pro 4	Upstage	28 Estimated; not independently benchmarked	Public API price (source-reported) $0.09 / $0.36 per 1M tokens (input / output)
69	GPT-6 Sol (non-reasoning) Base family: GPT-6 Sol	OpenAI	28	Public API price (source-reported) $2 / $10 per 1M tokens (input / output)
70	Qwen3.8 27B (medium) Base family: Qwen3.8 27B Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	28	Provider list price CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)
71	GPT-5.6 Terra (low) Base family: GPT-5.6 Terra	OpenAI	27	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
72	JT-4.1 Flash 236B A21B (non-reasoning) Base family: JT-4.1 Flash 236B A21B	China Mobile	27 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
73	Quasar 438B (max) Base family: Quasar 438B	Multiverse Computing	27	Public API price (source-reported) No public API price reported by the source
74	Apodex 1.1	Apodex	26	Provider list price $0.24 / $2.40 per 1M tokens (input / output)
75	Qwen3.8 27B (low) Base family: Qwen3.8 27B Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	26	Provider list price CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)
76	GPT-5.5 Instant (June 2026) Base family: GPT-5.5 Instant	OpenAI	26	Public API price (source-reported) No public API price reported by the source
77	Kimi K2.7 Code	Kimi	26	Provider list price $0.95 / $4 per 1M tokens (input / output)
78	Inkling Small	Thinking Machines	26	Public API price (source-reported) $0.45 / $1.20 per 1M tokens (input / output)
79	K2 Horizon MoVA 36B A4B	Institute of Foundation Models	25	Public API price (source-reported) No public API price reported by the source
80	Hy3	Tencent	25	Public API price (source-reported) No public API price reported by the source
81	Qwen3.7 Plus	Alibaba	25	Public API price (source-reported) $0.32 / $1.28 per 1M tokens (input / output)
82	Inkling (xhigh) Base family: Inkling	Thinking Machines	25	Public API price (source-reported) $1 / $4.05 per 1M tokens (input / output)
83	Solar Open2 250B	Upstage	25 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
84	DeepSeek V4.1 Flash (non-reasoning) Base family: DeepSeek V4.1 Flash Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.	DeepSeek	25	Provider list price $0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)
85	Ling-3.0-flash-VL	InclusionAI	25	Public API price (source-reported) No public API price reported by the source
86	Solar Mini 4	Upstage	24	Provider list price $0.30 / $1.20 per 1M tokens (input / output)
87	Nemotron 3 Ultra	NVIDIA	23	Public API price (source-reported) No public API price reported by the source
88	A.X-K2	SK Telecom	23 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
89	Ling-3.0-flash-Fin	InclusionAI	23	Public API price (source-reported) No public API price reported by the source
90	Gemini 3.5 Flash-Lite	Google	22	Public API price (source-reported) $0.15 / $1.25 per 1M tokens (input / output)
91	G9v3-39A5B	AI9Stars	22 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
92	KAT-Coder-Pro V2	KwaiKAT	22 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
93	Qwen3.5 397B A17B (non-reasoning) Base family: Qwen3.5 397B A17B	Alibaba	21 Estimated; not independently benchmarked	Public API price (source-reported) $0.55 / $3.50 per 1M tokens (input / output)
94	GPT-6 Luna (low) Base family: GPT-6 Luna	OpenAI	21	Public API price (source-reported) $0.10 / $0.50 per 1M tokens (input / output)
95	GPT-5.6 Terra (non-reasoning) Base family: GPT-5.6 Terra	OpenAI	21	Public API price (source-reported) $2 / $12 per 1M tokens (input / output)
96	K2 Horizon 7B	Institute of Foundation Models	21	Public API price (source-reported) No public API price reported by the source
97	Qwen3.5 Omni Plus	Alibaba	20 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
98	DeepSeek V4 Pro 0813 (non-reasoning) Base family: DeepSeek V4 Pro 0813 Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.	DeepSeek	20	Provider list price $0.66–$1.32 / $1.98–$3.96 per 1M tokens (input / output)
99	o3	OpenAI	20 Estimated; not independently benchmarked	Public API price (source-reported) No public API price reported by the source
100	Qwen3.8 27B (non-reasoning) Base family: Qwen3.8 27B Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.	Alibaba	20	Provider list price CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)

Claude Opus 5.5 (max with fallback)

Base family: Claude Opus 5.5

Anthropic

Provider list price

$4 / $20 per 1M tokens (input / output)

Claude Opus 5.5 (xhigh with fallback)

Base family: Claude Opus 5.5

Anthropic

Provider list price

$4 / $20 per 1M tokens (input / output)

Claude Sonnet 5.5 (max with fallback)

Base family: Claude Sonnet 5.5

Anthropic

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Claude Opus 5.5 (high with fallback)

Base family: Claude Opus 5.5

Anthropic

Provider list price

$4 / $20 per 1M tokens (input / output)

Claude Fable 5.1 (max with fallback)

Base family: Claude Fable 5.1

Anthropic

Provider list price

$10 / $50 per 1M tokens (input / output)

Claude Fable 5.1 (xhigh with fallback)

Base family: Claude Fable 5.1

Anthropic

Provider list price

$10 / $50 per 1M tokens (input / output)

GPT-6 Astra (max)

Base family: GPT-6 Astra

OpenAI

Public API price (source-reported)

$10 / $50 per 1M tokens (input / output)

Gemini 4 Argon (high)

Base family: Gemini 4 Argon

Google

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

GPT-6 Astra (xhigh)

Base family: GPT-6 Astra

OpenAI

Public API price (source-reported)

$10 / $50 per 1M tokens (input / output)

Claude Sonnet 5.5 (xhigh with fallback)

Base family: Claude Sonnet 5.5

Anthropic

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

GPT-6.1 Sol (max)

Base family: GPT-6.1 Sol

OpenAI

Provider list price

$2 / $10 per 1M tokens (input / output)

Claude Opus 5.5 (medium with fallback)

Base family: Claude Opus 5.5

Anthropic

Provider list price

$4 / $20 per 1M tokens (input / output)

Claude Fable 5.1 (high with fallback)

Base family: Claude Fable 5.1

Anthropic

Provider list price

$10 / $50 per 1M tokens (input / output)

GPT-6.1 Sol (xhigh)

Base family: GPT-6.1 Sol

OpenAI

Provider list price

$2 / $10 per 1M tokens (input / output)

GPT-6 Astra (high)

Base family: GPT-6 Astra

OpenAI

Public API price (source-reported)

$10 / $50 per 1M tokens (input / output)

GPT-6.1 Sol (high)

Base family: GPT-6.1 Sol

OpenAI

Provider list price

$2 / $10 per 1M tokens (input / output)

GPT-6 Astra (medium)

Base family: GPT-6 Astra

OpenAI

Public API price (source-reported)

$10 / $50 per 1M tokens (input / output)

Claude Fable 5.1 (medium with fallback)

Base family: Claude Fable 5.1

Anthropic

Provider list price

$10 / $50 per 1M tokens (input / output)

Muse Spark 1.3 (max)

Base family: Muse Spark 1.3

GPT-6.1 Sol (medium)

Base family: GPT-6.1 Sol

OpenAI

Provider list price

$2 / $10 per 1M tokens (input / output)

GPT-6 Sol (max)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Claude Fable 5.1 (low with fallback)

Base family: Claude Fable 5.1

Anthropic

Provider list price

$10 / $50 per 1M tokens (input / output)

Claude Sonnet 5.5 (high with fallback)

Base family: Claude Sonnet 5.5

Anthropic

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Grok 4.7 (xhigh)

Base family: Grok 4.7

SpaceXAI

Public API price (source-reported)

$2 / $6 per 1M tokens (input / output)

Grok 4.7 (high)

Base family: Grok 4.7

SpaceXAI

Public API price (source-reported)

$2 / $6 per 1M tokens (input / output)

MiMo-V2.6-Pro

Xiaomi

Public API price (source-reported)

$0.43 / $0.87 per 1M tokens (input / output)

GPT-6 Astra (low)

Base family: GPT-6 Astra

OpenAI

Public API price (source-reported)

$10 / $50 per 1M tokens (input / output)

Qwen3.8 Max (0902)

Base family: Qwen3.8 Max

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 12–14.988 / CNY 36–44.965 per 1M tokens (input / output)

Muse Spark 1.3 (xhigh)

Base family: Muse Spark 1.3

GLM-5.3 (max)

Base family: GLM-5.3

Z AI

Public API price (source-reported)

$1.40 / $4.40 per 1M tokens (input / output)

GPT-6 Sol (xhigh)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Step 5 Preview

StepFun

Public API price (source-reported)

No public API price reported by the source

Kimi K3 (max)

Base family: Kimi K3

Kimi

Provider list price

$3 / $15 per 1M tokens (input / output)

GPT-6 Sol (high)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Claude Opus 5.5 (low with fallback)

Base family: Claude Opus 5.5

Anthropic

Provider list price

$4 / $20 per 1M tokens (input / output)

GPT-6.1 Sol (low)

Base family: GPT-6.1 Sol

OpenAI

Provider list price

$2 / $10 per 1M tokens (input / output)

GPT-5.6 Terra (max)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

GLM-5.3-Flash

Z AI

Public API price (source-reported)

$0.06 / $0.20 per 1M tokens (input / output)

Gemini 3.8 Flash (high)

Base family: Gemini 3.8 Flash

Google

Public API price (source-reported)

$0.75 / $3.75 per 1M tokens (input / output)

Claude Sonnet 5.5 (medium with fallback)

Base family: Claude Sonnet 5.5

Anthropic

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Qwen3.8 2.4T A95B

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 12–14.988 / CNY 36–44.965 per 1M tokens (input / output)

Qwen3.8-Flash-Next

Alibaba

Public API price (source-reported)

$0.16 / $0.47 per 1M tokens (input / output)

GPT-6 Sol (medium)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Gemini 3.8 Flash (medium)

Base family: Gemini 3.8 Flash

Google

Public API price (source-reported)

$0.75 / $3.75 per 1M tokens (input / output)

DeepSeek V4.1 Flash (max)

Base family: DeepSeek V4.1 Flash

DeepSeek

Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.

Provider list price

$0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)

GPT-5.6 Terra (xhigh)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

MiMo-V2.6-Flash

Xiaomi

Public API price (source-reported)

$0.14 / $0.28 per 1M tokens (input / output)

GPT-6 Luna (max)

Base family: GPT-6 Luna

OpenAI

Public API price (source-reported)

$0.10 / $0.50 per 1M tokens (input / output)

DeepSeek V4 Pro 0813 (max)

Base family: DeepSeek V4 Pro 0813

DeepSeek

Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.

Provider list price

$0.66–$1.32 / $1.98–$3.96 per 1M tokens (input / output)

DeepSeek V4 Flash Vision (max)

Base family: DeepSeek V4 Flash Vision

DeepSeek

Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.

Provider list price

$0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)

GLM-5.3 (low)

Base family: GLM-5.3

Z AI

Public API price (source-reported)

No public API price reported by the source

GPT-5.6 Terra (high)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

JT-4.1 Flash 236B A21B

China Mobile

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

GPT-6 Sol (low)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

GPT-6 Luna (xhigh)

Base family: GPT-6 Luna

OpenAI

Public API price (source-reported)

$0.10 / $0.50 per 1M tokens (input / output)

Qwen3.8 27B (xhigh)

Base family: Qwen3.8 27B

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)

Motif 3

Motif Technologies

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

Gemini 3.8 Flash (low)

Base family: Gemini 3.8 Flash

Google

Public API price (source-reported)

$0.75 / $3.75 per 1M tokens (input / output)

GPT-5.3 Codex (xhigh)

Base family: GPT-5.3 Codex

OpenAI

Estimated; not independently benchmarked

Public API price (source-reported)

$1.75 / $14 per 1M tokens (input / output)

GPT-6 Luna (high)

Base family: GPT-6 Luna

OpenAI

Public API price (source-reported)

$0.10 / $0.50 per 1M tokens (input / output)

K2 Horizon 375B A23B

Institute of Foundation Models

Public API price (source-reported)

No public API price reported by the source

GPT-5.6 Terra (medium)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

Kimi K3 (low)

Base family: Kimi K3

Kimi

Provider list price

$3 / $15 per 1M tokens (input / output)

Gemini 3.1 Pro Preview

Google

Public API price (source-reported)

$1 / $6 per 1M tokens (input / output)

GPT-6 Luna (medium)

Base family: GPT-6 Luna

OpenAI

Public API price (source-reported)

$0.10 / $0.50 per 1M tokens (input / output)

MiniMax-M3

MiniMax

Public API price (source-reported)

$0.30 / $1.20 per 1M tokens (input / output)

Nex-N2-Pro

Nex AGI

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

Solar Pro 4

Upstage

Estimated; not independently benchmarked

Public API price (source-reported)

$0.09 / $0.36 per 1M tokens (input / output)

GPT-6 Sol (non-reasoning)

Base family: GPT-6 Sol

OpenAI

Public API price (source-reported)

$2 / $10 per 1M tokens (input / output)

Qwen3.8 27B (medium)

Base family: Qwen3.8 27B

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)

GPT-5.6 Terra (low)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

JT-4.1 Flash 236B A21B (non-reasoning)

Base family: JT-4.1 Flash 236B A21B

China Mobile

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

Quasar 438B (max)

Base family: Quasar 438B

Multiverse Computing

Public API price (source-reported)

No public API price reported by the source

Apodex 1.1

Apodex

Provider list price

$0.24 / $2.40 per 1M tokens (input / output)

Qwen3.8 27B (low)

Base family: Qwen3.8 27B

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)

GPT-5.5 Instant (June 2026)

Base family: GPT-5.5 Instant

OpenAI

Public API price (source-reported)

No public API price reported by the source

Kimi K2.7 Code

Kimi

Provider list price

$0.95 / $4 per 1M tokens (input / output)

Inkling Small

Thinking Machines

Public API price (source-reported)

$0.45 / $1.20 per 1M tokens (input / output)

K2 Horizon MoVA 36B A4B

Institute of Foundation Models

Public API price (source-reported)

No public API price reported by the source

Hy3

Tencent

Public API price (source-reported)

No public API price reported by the source

Qwen3.7 Plus

Alibaba

Public API price (source-reported)

$0.32 / $1.28 per 1M tokens (input / output)

Inkling (xhigh)

Base family: Inkling

Thinking Machines

Public API price (source-reported)

$1 / $4.05 per 1M tokens (input / output)

Solar Open2 250B

Upstage

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

DeepSeek V4.1 Flash (non-reasoning)

Base family: DeepSeek V4.1 Flash

DeepSeek

Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.

Provider list price

$0.15–$0.30 / $0.60–$1.20 per 1M tokens (input / output)

Ling-3.0-flash-VL

InclusionAI

Public API price (source-reported)

No public API price reported by the source

Solar Mini 4

Upstage

Provider list price

$0.30 / $1.20 per 1M tokens (input / output)

Nemotron 3 Ultra

NVIDIA

Public API price (source-reported)

No public API price reported by the source

A.X-K2

SK Telecom

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

Ling-3.0-flash-Fin

InclusionAI

Public API price (source-reported)

No public API price reported by the source

Gemini 3.5 Flash-Lite

Google

Public API price (source-reported)

$0.15 / $1.25 per 1M tokens (input / output)

G9v3-39A5B

AI9Stars

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

KAT-Coder-Pro V2

KwaiKAT

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

Qwen3.5 397B A17B (non-reasoning)

Base family: Qwen3.5 397B A17B

Alibaba

Estimated; not independently benchmarked

Public API price (source-reported)

$0.55 / $3.50 per 1M tokens (input / output)

GPT-6 Luna (low)

Base family: GPT-6 Luna

OpenAI

Public API price (source-reported)

$0.10 / $0.50 per 1M tokens (input / output)

GPT-5.6 Terra (non-reasoning)

Base family: GPT-5.6 Terra

OpenAI

Public API price (source-reported)

$2 / $12 per 1M tokens (input / output)

K2 Horizon 7B

Institute of Foundation Models

Public API price (source-reported)

No public API price reported by the source

Qwen3.5 Omni Plus

Alibaba

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

DeepSeek V4 Pro 0813 (non-reasoning)

Base family: DeepSeek V4 Pro 0813

DeepSeek

Per 1M tokens. DeepSeek rates vary by peak/off-peak time; cached input is billed separately.

Provider list price

$0.66–$1.32 / $1.98–$3.96 per 1M tokens (input / output)

o3

OpenAI

Estimated; not independently benchmarked

Public API price (source-reported)

No public API price reported by the source

100

Qwen3.8 27B (non-reasoning)

Base family: Qwen3.8 27B

Alibaba

Per 1M tokens. Alibaba Cloud Model Studio prices vary by deployment region; range shown covers Beijing/Global and Singapore.

Provider list price

CNY 3–3.646 / CNY 12–21.875 per 1M tokens (input / output)

Price basis is labeled per entry: official provider rates are kept separate from source-normalized estimates. Free quotas may be time- or region-limited.

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