| Price | | Free |
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| Usage quota | | Pro: 50 cloud usage multiplier vs-free · Max: 5 cloud usage multiplier vs pro |
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| Seat count | | Team: 5 minimum seats; Usage included per seat: Yes |
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| API access | deepseek-v4-flash: Responses api: Yes; Anthropic api: Yes · deepseek-v4-pro: Responses api: Yes; Anthropic api: Yes · deepseek-v4-flash-vision-exp: Responses api: Yes; Anthropic api: Yes | |
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| Context window | deepseek-v4-flash: 384000 max output tokens · deepseek-v4-pro: 384000 max output tokens · deepseek-v4-flash-vision-exp: 384000 max output tokens | |
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| Message quota | deepseek-v4-flash: Chat prefix completion beta: Yes · deepseek-v4-pro: Chat prefix completion beta: Yes · deepseek-v4-flash-vision-exp: Chat prefix completion beta: Yes | |
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| Other limits | deepseek-v4-flash: 1000000 context length; 2500 concurrency limit; Json output: Yes; Tool calls: Yes; Fim completion beta: Yes; Thinking mode: Yes · deepseek-v4-pro: 1000000 context length; 500 concurrency limit; Json output: Yes; Tool calls: Yes; Fim completion beta: Yes; Thinking mode: Yes · deepseek-v4-flash-vision-exp: 1000000 context length; 2500 concurrency limit; Json output: Yes; Tool calls: Yes; Fim completion beta: No; Image input: Yes | Free: 1 concurrent cloud models; Local model execution: Yes; Cloud model access: Yes; Private model upload: No · Pro: 3 concurrent cloud models; Private model upload: Yes · Max: 10 concurrent cloud models · Team: Shared billing: Yes |
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| API | OpenAI-compatible API format; Anthropic API compatibility | |
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| Multi-model | | Support for multiple models including Claude, Codex, OpenCode, Hermes Agent, OpenClaw |
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| Agents | | Integration with coding agents |
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| Billing commitment | | Pro: Monthly billing available |
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| All stated limits | deepseek-v4-flash: 1000000 context length; 384000 max output tokens; 2500 concurrency limit; Json output: Yes; Tool calls: Yes; Responses api: Yes; Anthropic api: Yes; Chat prefix completion beta: Yes; Fim completion beta: Yes; Thinking mode: Yes · deepseek-v4-pro: 1000000 context length; 384000 max output tokens; 500 concurrency limit; Json output: Yes; Tool calls: Yes; Responses api: Yes; Anthropic api: Yes; Chat prefix completion beta: Yes; Fim completion beta: Yes; Thinking mode: Yes · deepseek-v4-flash-vision-exp: 1000000 context length; 384000 max output tokens; 2500 concurrency limit; Json output: Yes; Tool calls: Yes; Responses api: Yes; Anthropic api: Yes; Chat prefix completion beta: Yes; Fim completion beta: No; Image input: Yes | Free: 1 concurrent cloud models; Local model execution: Yes; Cloud model access: Yes; Private model upload: No · Pro: 3 concurrent cloud models; 50 cloud usage multiplier vs-free; Private model upload: Yes · Max: 10 concurrent cloud models; 5 cloud usage multiplier vs pro · Team: 5 minimum seats; Shared billing: Yes; Usage included per seat: Yes |
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| Quality | Catalog score 42 | Catalog score 65 |
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| Privacy | | Does not train on user data. Residency: Primarily United States, with routing to Europe and Singapore for additional capacity. Retention: Zero data retention for cloud models |
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| Integrations | OpenAI SDK, Anthropic SDK, Claude Code, GitHub Copilot, OpenCode, DeepSeek Harness | Claude Code, Codex, OpenCode, Hermes Agent, OpenClaw, VS Code, Pi, n8n |
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| API | Yes | Yes |
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| Offline | | Yes |
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| Regional availability | | EU, SG, US |
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| Learning curve | Advanced | Intermediate |
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| Model choice | deepseek-v4-flash, deepseek-v4-pro, deepseek-v4-flash-vision-exp | gpt-5.6-sol, claude-fable-5, kimi-k3, deepseek-v4-pro, DeepSeek v4 Flash, gpt-oss:20b |
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| Context window | 1,000,000 tokens | |
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