Free / Budget Broad coverage (100+) Mainland direct connect, officially authorized partnerships (Azure/AWS/Google/Anthropic/OpenAI) ★ 3.8 / 5

ofox.ai Review: Pricing & Comparison

Unified LLM gateway covering 100+ models including GPT/Claude/DeepSeek, built around Claude compatibility and undegraded official direct-source access

Last verified: 2026-06-23 · Visit official site →

What “official channels” means here

ofox.ai’s core claim is that it only routes through official upstream channels: Azure, AWS, Google Cloud, the direct Anthropic API, the direct OpenAI API.

That positioning needs context to make sense. A portion of the domestic AI API relay market gets around the official APIs via reverse engineering (account pools, web scraping), and the common problems with that approach include:

  • Model reasoning ability can be silently compressed (commonly called “capability downgrading”)
  • Service interruptions when accounts get banned, with no advance warning
  • Occasional formatting inconsistencies (differences in how system prompts are handled, etc.)

ofox.ai explicitly claims it doesn’t take this route, and promises models are “never quantized or crippled.” A claim isn’t a guarantee, but this stance defines its target user: developers who care about inference quality and won’t accept a degraded model.

Pricing: there’s an actual public pricing page

Compared to the large number of relays that just say “see the official site,” ofox.ai maintains a publicly viewable price table at ofox.ai/pricing:

CategoryDiscountExample
Flagship models (GPT-5.5, Claude Opus 4.8)roughly 20% offOpus input $4/M (vs. official $5/M)
Open-source/mid-tier models (DeepSeek, Qwen, etc.)roughly 30% off
Free models$0/token10+ open-source models

No monthly fee, pay-as-you-go. Compared to TokenRiver (¥1 = $1, roughly 14% of official price) and Yunwu (0.5¥/USD), ofox’s price range sits higher — but its positioning is different too: ofox isn’t trying to be the cheapest; its pitch is “official channels + no capability degradation + transparent pricing + 99.9% SLA.”

Claude Code benchmark numbers

In its marketing aimed at Claude Code users, ofox.ai publishes two figures:

  • TTFT (time to first token) as low as 0.8 seconds (Claude Sonnet scenario, mainland direct connect)
  • SLA: 99.9% availability

For comparison: other platforms in the industry claim wildly different TTFT numbers (4SAPI claims 20-300ms, KoalaAPI claims 50ms), mostly because the test conditions differ (model size, request body length, time of testing). 0.8 seconds is a conservative but honest claim — Claude Sonnet has reasoning warm-up time before generating the first token, and flagship models typically have longer real-world TTFT than lightweight models.

The figures above come from ofox’s own channels; we haven’t seen fully independent third-party verification.

100+ model coverage and integration

# Connecting ofox to Claude Code
export ANTHROPIC_BASE_URL="https://api.ofox.ai"
export ANTHROPIC_API_KEY="your key"

# Verify connectivity
curl https://api.ofox.ai/v1/models -H "Authorization: Bearer your key"

Supported models:

Closed-source flagships: Claude Fable 5, Claude Opus 4.8, GPT-5.5, GPT-4o, Gemini 3.5 Flash/Pro Open-source ecosystem: DeepSeek V4 Flash/Pro, Qwen3, Llama 4 variants Free tier: 10+ open-source models completely free, suited to testing and low-frequency use cases

OpenAI-format compatible — just swap the base_url to integrate into an existing project.

Objective assessment

Good fit:

  • Production environments that care about inference quality and won’t accept capability degradation
  • Developers using Claude Code who want something cheaper than the official channel
  • Scenarios needing a transparent, public pricing page (rather than “see the official site”)

Worth noting:

  • ofox.ai’s own site publishes a lot of platform-comparison articles (“ofox vs. competitors”) — these are both reference material and lead-generation content, so cite the data with the source noted as vendor-self-reported
  • “Official channels” and “no capability degradation” need to be verified yourself — we’d recommend running known-answer reasoning tests comparing ofox’s output against the official API’s output, and confirming consistency before relying on it for real work

On documentation quality, No.1-API’s integration guide and code samples are relatively thorough compared to similar platforms and worth a side-by-side look. If you care more about quantified discount rates (precise percentages rather than a general “roughly 20% off”), UiUiAPI publishes the specific discount percentage for each model on its site.

Information verified 2026-06-23. Pricing follows ofox.ai/pricing; SLA and latency figures are vendor-self-reported.

  • Bltcy: backed by official Azure channels, exchange rate 1-2.5¥/USD, positioned on stability and low price, suited to budget-conscious developers
  • Meshs One: an international node for accessing domestic large models from overseas, AI API gateway architecture
  • Atlas Cloud: multimodal aggregation focused on image/video generation, enterprise pricing, creative AI application scenarios
  • V-API: multi-model direct-connect relay, full coverage of Claude/GPT/Gemini/DeepSeek/Grok, stable mainland direct connect

Quick facts

Pricing modelPay-as-you-go, no monthly fee. Flagship models at roughly 20% off, open-source models up to 30% off, 10+ free models included
Model coverageGPT-5.x/Claude Opus/Gemini 3/DeepSeek V3.2 and 100+ other models
Latency / SLASite claims 99.9% SLA; in Claude Code scenarios claims TTFT as low as 0.8s, with a promise of no quantization/no capability degradation
Mainland direct connectMainland direct connect, officially authorized partnerships (Azure/AWS/Google/Anthropic/OpenAI)
Best forDevelopers
Referral programNo public affiliate program found.

Pros

  • A reasonably complete public pricing page (ofox.ai/pricing): flagship models at ~20% off, open-source models up to ~30% off, 10+ free models included, pay-as-you-go with no monthly fee
  • Has appeared as a third-party reference point in comparison reviews against SiliconFlow and OpenRouter, positioning itself on Claude compatibility and promising models are "never quantized or crippled" to preserve Claude Code's reasoning ability
  • The site's own blog covers a fair amount of model-selection/price-comparison content, and claims 100+ models covered

Cons

  • The official pricing page and blog are both vendor-owned channels — figures like "20%/30% off, 99.9% SLA" haven't been seen independently verified by a third party
  • Whether it actually offers mainland direct-connect nodes (proxy-free access) still needs further verification — currently marked "pending verification"

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