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Classifiche.

Usa queste selezioni quando team di prodotto e piattaforma devono prendere una decisione rapida sul modello, con fonte e contesto costo gia inclusi.

Come dovrebbero usare questi ranking i team?

Queste classifiche sono selezioni decisionali, non classifiche assolute. Ogni pagina raggruppa i modelli per scenario pratico e li accompagna con costo e fonte.

Blended price

Migliori modelli API LLM economici per prodotti sensibili al costo

Confronta modelli API LLM low-cost per prezzo input, prezzo output, contesto, capacita, fonte e aderenza alla produzione.

Apri classifica
1
Doubao Seedance 2 0 260128

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
2
Doubao Seedance 2 0 Fast 260128

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
3
Doubao Seedance 2 0 Mini 260615

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
4
Doubao Seedream 4 0 250828

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
5
Doubao Seedream 4 5 251128

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
6
Doubao Seedream 5 0 260128

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M

Fit score

Best Chinese LLM API models for developer teams

Compare Chinese LLM API options across domestic and global providers: price, context, latency ballpark, and where each one fits.

Apri classifica
1
Deepseek V3.2 CN

Chinese Q&A, general chat

DeepSeekFit score: 80/100
2
Deepseek V4 Flash CN

Chinese Q&A, general chat

DeepSeekFit score: 80/100
3
Deepseek V4 PRO CN

Chinese Q&A, general chat

DeepSeekFit score: 80/100
4
Doubao Embedding Large Text

Chinese Q&A, general chat

VolcengineFit score: 80/100
5
Doubao Seed 2 0 Code

Chinese Q&A, general chat

VolcengineFit score: 80/100
6
Doubao Seed 2 0 Lite

Chinese Q&A, general chat

VolcengineFit score: 80/100

Fit score

Migliori API di modelli di coding per agenti e code review

Confronta API orientate al codice per contesto, supporto tool, output JSON, latenza, prezzo e ruolo consigliato in produzione.

Apri classifica
1
Anthropic: Claude Fable 5

image understanding, multimodal chat

AnthropicFit score: 80/100
2
Anthropic: Claude Haiku 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
3
Anthropic: Claude Opus 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
4
Anthropic: Claude Opus 4.6

image understanding, multimodal chat

AnthropicFit score: 80/100
5
Anthropic: Claude Opus 4.7

image understanding, multimodal chat

AnthropicFit score: 80/100
6
Anthropic: Claude Opus 4.8

image understanding, multimodal chat

AnthropicFit score: 80/100

Fit score

Best vision model APIs for image understanding

Compare vision model APIs for screenshots, documents, product images, and support tickets, with price and capability labels.

Apri classifica
1
Anthropic: Claude Fable 5

image understanding, multimodal chat

AnthropicFit score: 80/100
2
Anthropic: Claude Haiku 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
3
Anthropic: Claude Opus 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
4
Anthropic: Claude Opus 4.6

image understanding, multimodal chat

AnthropicFit score: 80/100
5
Anthropic: Claude Opus 4.7

image understanding, multimodal chat

AnthropicFit score: 80/100
6
Anthropic: Claude Opus 4.8

image understanding, multimodal chat

AnthropicFit score: 80/100

Catalog activity

OpenRouter alternatives for teams that need cost control

Evaluate OpenRouter alternatives when you need multi-model access plus budgets, BYOK, domestic providers, and usage reporting.

Apri classifica
1
Anthropic: Claude Fable 5

image understanding, multimodal chat

AnthropicCatalog activity: 70/100
2
Anthropic: Claude Haiku 4.5

image understanding, multimodal chat

AnthropicCatalog activity: 70/100
3
Anthropic: Claude Opus 4.5

image understanding, multimodal chat

AnthropicCatalog activity: 70/100
4
Anthropic: Claude Opus 4.6

image understanding, multimodal chat

AnthropicCatalog activity: 70/100
5
Anthropic: Claude Opus 4.7

image understanding, multimodal chat

AnthropicCatalog activity: 70/100
6
Anthropic: Claude Opus 4.8

image understanding, multimodal chat

AnthropicCatalog activity: 70/100

Fit score

Best OpenAI-compatible LLM gateway options for multi-model routing

Shortlist models for an OpenAI-compatible LLM gateway: one base_url, multi-provider routing, cost visibility, and sane fallbacks.

Apri classifica
1
Anthropic: Claude Fable 5

image understanding, multimodal chat

AnthropicFit score: 80/100
2
Anthropic: Claude Haiku 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
3
Anthropic: Claude Opus 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
4
Anthropic: Claude Opus 4.6

image understanding, multimodal chat

AnthropicFit score: 80/100
5
Anthropic: Claude Opus 4.7

image understanding, multimodal chat

AnthropicFit score: 80/100
6
Anthropic: Claude Opus 4.8

image understanding, multimodal chat

AnthropicFit score: 80/100

Context

Best long-context model APIs for large documents

Compare long-context model APIs by window size, price, source, and when a big context is actually worth paying for.

Apri classifica
1
OpenAI: GPT-5.4

image understanding, multimodal chat

OpenAIContext: 1050k tokens
2
OpenAI: GPT-5.4 Pro

image understanding, multimodal chat

OpenAIContext: 1050k tokens
3
OpenAI: GPT-5.5

image understanding, multimodal chat

OpenAIContext: 1050k tokens
4
OpenAI: GPT-5.6 Luna

image understanding, multimodal chat

OpenAIContext: 1050k tokens
5
OpenAI: GPT-5.6 Sol

image understanding, multimodal chat

OpenAIContext: 1050k tokens
6
OpenAI: GPT-5.6 Terra

image understanding, multimodal chat

OpenAIContext: 1050k tokens

Fit score

Best agent model APIs for tool-calling workflows

Compare model APIs for agents that need tools, JSON mode, long context, and a budget you can live with.

Apri classifica
1
Anthropic: Claude Fable 5

image understanding, multimodal chat

AnthropicFit score: 80/100
2
Anthropic: Claude Haiku 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
3
Anthropic: Claude Opus 4.5

image understanding, multimodal chat

AnthropicFit score: 80/100
4
Anthropic: Claude Opus 4.6

image understanding, multimodal chat

AnthropicFit score: 80/100
5
Anthropic: Claude Opus 4.7

image understanding, multimodal chat

AnthropicFit score: 80/100
6
Anthropic: Claude Opus 4.8

image understanding, multimodal chat

AnthropicFit score: 80/100