DOGPAY NEWS LEADERBOARD

AI model leaderboard

Evaluation sources How ranks are computed

From writing code to reshaping a repository — can the model actually ship software?

3 evaluations·3 operators·10/15 08:05 updated

Coding boardTOP 30

Ranked by the shared evidence of multiple public evaluations

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The top 30 models, sortable by column
	Model
01	Claude Opus 5.5AnthropicEvidence-sensitive · 2 evaluationsOfficial $4 / $20DogRouter $2 / $10	2 evaluationsEvidence-sensitive	$0.2	$4	$20	$2 / $102026-09-30 verified	96.0
02	Claude Fable 5.1AnthropicEvidence-sensitive · 2 evaluationsOfficial $10 / $50DogRouter $5 / $25	2 evaluationsEvidence-sensitive	$0.25	$10	$50	$5 / $252026-09-30 verified	95.1
03	claude-sonnet-5.5anthropicEvidence-sensitive · 2 evaluationsOfficial —	2 evaluationsEvidence-sensitive	Unverified	Unverified	Unverified	—	92.0
04	Claude Opus 5AnthropicEvidence-sensitive · 2 evaluationsOfficial $5 / $25DogRouter $2.5 / $12.5	2 evaluationsEvidence-sensitive	$0.5	$5	$25	$2.5 / $12.52026-09-30 verified	91.2
05	GPT-6 AstraOpenAIEvidence-sensitive · 3 evaluationsOfficial $10 / $50DogRouter $5 / $25	3 evaluationsEvidence-sensitive	$1	$10	$50	$5 / $252026-09-30 verified	90.0
06	GPT-5.6 SolOpenAIEvidence-sensitive · 3 evaluationsOfficial $4 / $20DogRouter $2.8 / $14	3 evaluationsEvidence-sensitive	$0.4	$4	$20	$2.8 / $142026-09-30 verified	88.4
07	Gemini 3.8 FlashGoogleEvidence-sensitive · 3 evaluationsOfficial $0.75 / $3.75	3 evaluationsEvidence-sensitive	$0.075	$0.75	$3.75	—	88.0
08	DeepSeek V4.1 FlashDeepSeekEvidence-sensitive · 2 evaluationsOfficial $0.3 / $1.2DogRouter $0.3 / $1.2	2 evaluationsEvidence-sensitive	$0.006	$0.3	$1.2	$0.3 / $1.22026-09-30 verified	87.1
09	Claude Fable 5AnthropicEvidence-sensitive · 2 evaluationsOfficial $10 / $50DogRouter $5 / $25	2 evaluationsEvidence-sensitive	$1	$10	$50	$5 / $252026-09-30 verified	85.0
10	GLM-5.3Z.aiEvidence-sensitive · 3 evaluationsOfficial $1.4 / $4.4DogRouter $1.4 / $4.4	3 evaluationsEvidence-sensitive	$0.26	$1.4	$4.4	$1.4 / $4.42026-09-30 verified	82.1
11	Kimi K3Moonshot AIEvidence-sensitive · 3 evaluationsOfficial $2.99 / $14.94DogRouter $2.85 / $14.25	3 evaluationsEvidence-sensitive	$0.299	$2.99	$14.94	$2.85 / $14.252026-09-30 verified	80.6
12	Gemini 3.7 FlashGoogleEvidence-sensitive · 2 evaluationsOfficial $0.75 / $3.75	2 evaluationsEvidence-sensitive	$0.075	$0.75	$3.75	—	75.5
13	GPT-5.5OpenAIEvidence-sensitive · 2 evaluationsOfficial $5 / $30DogRouter $2.5 / $15	2 evaluationsEvidence-sensitive	$0.5	$5	$30	$2.5 / $152026-09-30 verified	74.6
14	GLM-5.3 FlashZ.aiEvidence-sensitive · 3 evaluationsOfficial $0.12 / $0.418DogRouter $0.15 / $0.5	3 evaluationsEvidence-sensitive	$0.034	$0.12	$0.418	$0.15 / $0.52026-09-30 verified	70.1
15	Qwen3.8 MaxAlibabaEvidence-sensitive · 2 evaluationsOfficial $1.79 / $5.38	2 evaluationsEvidence-sensitive	—	$1.79	$5.38	—	69.1
16	Claude Sonnet 5AnthropicEvidence-sensitive · 2 evaluationsOfficial $2 / $10DogRouter $1 / $5	2 evaluationsEvidence-sensitive	$0.2	$2	$10	$1 / $52026-09-30 verified	68.5
17	Muse Spark 1.1MetaEvidence-sensitive · 2 evaluationsOfficial $1.25 / $4.25	2 evaluationsEvidence-sensitive	—	$1.25	$4.25	—	65.8
18	Muse Spark 1.2MetaEvidence-sensitive · 2 evaluationsOfficial $1.25 / $4.25	2 evaluationsEvidence-sensitive	—	$1.25	$4.25	—	65.6
19	gpt-6.1-sol—Evidence-sensitive · 2 evaluationsOfficial —	2 evaluationsEvidence-sensitive	Unverified	Unverified	Unverified	—	63.4
20	GPT-6 SolOpenAIEvidence-sensitive · 2 evaluationsOfficial $2 / $10DogRouter $1 / $5	2 evaluationsEvidence-sensitive	$0.2	$2	$10	$1 / $52026-09-30 verified	58.1
21	claude-haiku-5-5—Evidence-sensitive · 2 evaluationsOfficial —	2 evaluationsEvidence-sensitive	Unverified	Unverified	Unverified	—	57.6
22	GPT-5.6 TerraOpenAIEvidence-sensitive · 3 evaluationsOfficial $2 / $12DogRouter $1 / $6	3 evaluationsEvidence-sensitive	$0.2	$2	$12	$1 / $62026-09-30 verified	52.1
23	Grok 4.6xAIEvidence-sensitive · 2 evaluationsOfficial $2 / $6DogRouter $1.8 / $5.4	2 evaluationsEvidence-sensitive	$0.5	$2	$6	$1.8 / $5.42026-09-30 verified	51.2
24	Claude Opus 4.8AnthropicEvidence-sensitive · 2 evaluationsOfficial $5 / $25DogRouter $2.5 / $12.5	2 evaluationsEvidence-sensitive	$0.5	$5	$25	$2.5 / $12.52026-09-30 verified	44.6
25	GPT-6 LunaOpenAIEvidence-sensitive · 2 evaluationsOfficial $0.1 / $0.5DogRouter $0.05 / $0.25	2 evaluationsEvidence-sensitive	$0.01	$0.1	$0.5	$0.05 / $0.252026-09-30 verified	43.6
26	GPT-5.6 LunaOpenAIEvidence-sensitive · 3 evaluationsOfficial $0.2 / $1.2DogRouter $0.1 / $0.6	3 evaluationsEvidence-sensitive	$0.02	$0.2	$1.2	$0.1 / $0.62026-09-30 verified	43.6
27	DeepSeek V4 Pro 0813DeepSeekEvidence-sensitive · 2 evaluationsOfficial $1.34 / $4.03	2 evaluationsEvidence-sensitive	$0.045	$1.34	$4.03	—	42.1
28	DeepSeek V4 Pro PreviewDeepSeekEvidence-sensitive · 2 evaluationsOfficial $0.435 / $0.87	2 evaluationsEvidence-sensitive	$0.00363	$0.435	$0.87	—	39.1
29	Grok 4.5xAIEvidence-sensitive · 2 evaluationsOfficial $2 / $6DogRouter $1.9 / $5.7	2 evaluationsEvidence-sensitive	$0.3	$2	$6	$1.9 / $5.72026-09-30 verified	37.6
30	GPT-5.4OpenAIEvidence-sensitive · 2 evaluationsOfficial $2.5 / $15	2 evaluationsEvidence-sensitive	$0.25	$2.5	$15	—	36.8

Each board shows at most 30 models

The consensus index is not an accuracy rate; ties keep the order the shared evidence establishes.

How to read this board

Aggregates several public evaluations; models differ in which ones they take part in.

See how it is computed →

About prices

API prices are shown in USD per million tokens by default. Vendor list prices and the DogRouter reference sit in separate columns; the latter is the relay price of a Dogpay sister service, carries a verification date and a link to its price page, is never shown as a discount, and does not affect the ranking. Cached price is the input rate on a cache hit; cache writes, storage and subscriptions are billed separately. CNY list prices are converted at the 2026-10-14 rate (欧洲央行).