Free AI platform comparison

Cerebras vs FLUX (Black Forest Labs): Complete Comparison

Cerebras 和 FLUX (Black Forest Labs) 深度对比:免费额度、API 价格、模型能力、中国大陆可用性,帮你选最合适的 AI 工具

Quick decision

Cerebras vs FLUX (Black Forest Labs): Complete Comparison: pricing, free API, and limits

Quick answer: choose Cerebras if its free tier, model family, or ecosystem fits your app better; choose FLUX (Black Forest Labs) if it gives better free API credits, pricing, or access for your workflow. This comparison focuses on free tier, API pricing, limits, setup, and practical alternatives.

Free tierCerebras: 1M tokens/day · FLUX (Black Forest Labs): Free via third-party platforms
Free API1M tokens/day vs Free via platforms
Best checkCredits, rate limits, setup friction
DecisionTest both if rank, latency, or access matters
Cerebras

Cerebras

65pts
0 wins
VS
👑FLUX (Black Forest Labs)

FLUX (Black Forest Labs)

85pts
1 wins

🏆 Overall, FLUX (Black Forest Labs) offers more free value (1/6 categories)

📊 Side-by-Side

Category
Cerebras
FLUX (Black Forest Labs)
Free Tier
✅ 1M tokens/day
✅ Free via third-party platforms
Free API
✅ 1M tokens/day
✅ Free via platforms
Rate Limit
30 RPM / 60K TPM / 1M TPD
Varies
Open Source
❌ No
✅ Yes
Free Models
2
2
GitHub Stars
-
-

🧠 Model Details

Cerebras2 models
Llama 3.3 70B
📐 128K⚡ 30 RPM / 60K TPM
World's fastest inference, 2000+ tokens/s
Llama 3.1 8B
📐 128K⚡ 30 RPM / 60K TPM
Lightweight and fast
FLUX (Black Forest Labs)2 models
FLUX.1 [schnell]
📐 N/A⚡ Varies
Open-source fast version, can run locally
FLUX.1 [dev]
📐 N/A⚡ Varies
Open-source dev version, higher quality

🎯 Which should you choose?

Choose Cerebras if…

you want 1M tokens/day on the free tier, plus 1M tokens/day for API tests.

Choose FLUX (Black Forest Labs) if…

you want Free via third-party platforms on the free tier, plus Free via platforms for API tests.

FAQ

Which is better, Cerebras or FLUX (Black Forest Labs)?

FLUX (Black Forest Labs) scores higher in this free-tier comparison because it wins more of the measured categories. Still, the best choice depends on your exact needs: free chat access, API credits, open-source models, or rate limits.

Does Cerebras have a free tier?

Yes. Cerebras lists 1M tokens/day for free users.

Does FLUX (Black Forest Labs) have a free tier?

Yes. FLUX (Black Forest Labs) lists Free via third-party platforms for free users.

Which one is better for API experiments?

Cerebras offers 1M tokens/day; FLUX (Black Forest Labs) offers Free via platforms. Choose the option with enough credits and rate limits for your prototype.

Source snapshot

Data source: yangmao.ai provider YAML tracker plus curated comparison notes. Official dashboards can change credits, limits, model availability, and pricing without notice; verify in the provider console before production.

yangmao.ai comparison slug
cerebras-vs-flux
Cerebras source
https://cloud.cerebras.ai
FLUX (Black Forest Labs) source
https://blackforestlabs.ai
Dataset freshness
Cerebras: 2026-06-15 · FLUX (Black Forest Labs): 2026-06-15
Decision data
Free tier, API credits, rate limits, model list, China access notes, and curated comparison dimensions from the yangmao.ai provider tracker.

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