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Ranking.

Gunakan senarai pilihan ini apabila pasukan produk dan platform perlukan keputusan model yang cepat, lengkap dengan sumber dan konteks kos.

Bagaimana pasukan patut menggunakan ranking model AI ini?

Ranking ini ialah senarai pilihan keputusan, bukan carta kedudukan mutlak. Setiap halaman mengumpulkan model mengikut tugasan praktikal bersama kos dan konteks sumber.

Blended price

Model API LLM murah terbaik untuk produk yang sensitif terhadap kos

Bandingkan model API LLM kos rendah mengikut harga input, harga output, konteks, capability, sumber dan kesesuaian produksi.

Buka ranking
1
FLUX.2 Flex

image understanding, multimodal chat

Black Forest LabsBlended price: USD 0.000/1M
2
FLUX.2 PRO

image understanding, multimodal chat

Black Forest LabsBlended price: USD 0.000/1M
3
Doubao Seedance 2.0

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
4
Doubao Seedance 2.0 Fast

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
5
Doubao Seedance 2.0 mini

image understanding, multimodal chat

DoubaoBlended price: USD 0.000/1M
6
Doubao Seedance 2.5

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.

Buka ranking
1
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
2
DeepSeek-V4.1-Flash

Chinese Q&A, general chat

DeepSeekFit score: 57/100
3
DeepSeek-V4-1-Flash-GLB

Chinese Q&A, general chat

DeepSeekFit score: 57/100
4
Deepseek-V4-Pro-0813

Chinese Q&A, general chat

DeepSeekFit score: 46/100
5
Doubao Seed 2.0 Code

Chinese Q&A, general chat

VolcengineFit score: 45/100
6
Doubao Seed 2.0 Lite

Chinese Q&A, general chat

VolcengineFit score: 45/100

Fit score

API model pengekodan terbaik untuk ejen dan semakan kod

Bandingkan API model berfokus kod mengikut konteks, sokongan tool, output JSON, latensi, harga dan peranan produksi yang disyorkan.

Buka ranking
1
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
2
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
3
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
4
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
5
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100
6
Dreamina-Seedance 2.0 Fast

image understanding, multimodal chat

DreaminaFit score: 86/100

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.

Buka ranking
1
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
2
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
3
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100
4
Dreamina-Seedance 2.0 Fast

image understanding, multimodal chat

DreaminaFit score: 86/100
5
Dreamina Seedance 2.5

image understanding, multimodal chat

DreaminaFit score: 86/100
6
Gemini 3 Pro Image (Nano Banana Pro)

image understanding, multimodal chat

GeminiFit score: 86/100

Catalog activity

OpenRouter alternatives for teams that need cost control

What to check before you move off OpenRouter: multi-model access, BYOK, project budgets, domestic providers, and cost reporting, compared in one place.

Buka ranking
1
DeepSeek-V4.1-Flash

Chinese Q&A, general chat

DeepSeekCatalog activity: 9/100
2
Claude Haiku 4.5

image understanding, multimodal chat

AnthropicCatalog activity: 5/100
3
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicCatalog activity: 5/100
4
DeepSeek-V4-Pro

Chinese Q&A, general chat

DeepSeekCatalog activity: 5/100
5
Gemini 3.1 Flash-Lite

image understanding, multimodal chat

GoogleCatalog activity: 5/100
6
Gemini 3.5 Flash-Lite

image understanding, multimodal chat

GoogleCatalog activity: 5/100

Fit score

Best LLM API providers compared for price, coverage, and control

Compare LLM API providers on model coverage, token prices, budget controls, and OpenAI-compatible migration before you commit traffic.

Buka ranking
1
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
2
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
3
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
4
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
5
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100
6
Dreamina-Seedance 2.0 Fast

image understanding, multimodal chat

DreaminaFit score: 86/100

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.

Buka ranking
1
Doubao-Seed-2.1-lite

Chinese Q&A, general chat

VolcengineFit score: 96/100
2
Whisper Large V3 Turbo

General chat via OpenAI, API workloads

OpenAIFit score: 95/100
3
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
4
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
5
Doubao Seedance 2.5

image understanding, multimodal chat

DoubaoFit score: 86/100
6
Dreamina-Seedance 2.0 Fast

image understanding, multimodal chat

DreaminaFit score: 86/100

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.

Buka ranking
1
GPT-6 Astra

image understanding, multimodal chat

OpenAIContext: 1050k tokens
2
GPT-6.1 Sol

image understanding, multimodal chat

OpenAIContext: 1050k tokens
3
Claude Fable 5.1

image understanding, multimodal chat

AnthropicContext: 1000k tokens
4
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicContext: 1000k tokens
5
Claude Opus 4.6

image understanding, multimodal chat

AnthropicContext: 1000k tokens
6
Claude Opus 5.5

image understanding, multimodal chat

AnthropicContext: 1000k 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.

Buka ranking
1
‌Gemini 4 Argon

image understanding, multimodal chat

GoogleFit score: 94/100
2
Claude Haiku 5.5

image understanding, multimodal chat

AnthropicFit score: 86/100
3
Claude Sonnet 5.5

image understanding, multimodal chat

AnthropicFit score: 79/100
4
Claude Opus 5.5

image understanding, multimodal chat

AnthropicFit score: 74/100
5
GPT‑6 Luna

image understanding, multimodal chat

OpenAIFit score: 74/100
6
GPT‑6 Sol

image understanding, multimodal chat

OpenAIFit score: 74/100