FriendliAI vs Thinking Machines Lab
Which Fine-tuning & Training AI tool is better in 2026?
FriendliAI
Fast, cost-efficient generative AI inference for any model
Thinking Machines Lab
Frontier AI research lab building customizable, multimodal models
Side-by-side
Thinking Machines Lab leads on both fronts — more capital raised ($2B) and a lower entry price than FriendliAI.
| Metric | FriendliAI | Thinking Machines Lab |
|---|---|---|
| Taglinei | Fast, cost-efficient generative AI inference for any model | Frontier AI research lab building customizable, multimodal models |
| Foundedi | 2021🏆 | 2025 |
| HQi | Redwood City, US | San Francisco, US |
| Employeesi | 51-200 | 11-50🏆 |
| Neuron scorei | 56 | 77🏆 |
| Total fundingi | $25M | $2B🏆 |
| Latest roundi | Seed | Seed · Jul 2025 |
| Valuationi | — | $12B🏆 |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed🏆 |
| Free plani | ✓ | ✗ |
| Free triali | ✓ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free | Usage |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for FriendliAI and Thinking Machines Lab.
| Capability | FriendliAI | Thinking Machines Lab |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 1 (python) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of FriendliAI
- Offers a free plan
- Offers a free trial
- More mature (2021)
🔵 Strengths of Thinking Machines Lab
- Has raised more capital ($2B vs $25M)
- Higher Neuron score (77 vs 56)
- Newer company (2025)
Which should you choose?
Choose Thinking Machines Lab if price matters most — it starts at Usage, which is friendlier for teams watching burn. Both Fine-tuning & Training tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Thinking Machines Lab if you want the most established option — it has raised $2B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
FriendliAI vs Thinking Machines Lab — which is better?
It depends on your priority. FriendliAI is the leaner option; Thinking Machines Lab is cheaper to start. See the side-by-side table above.
Is FriendliAI cheaper than Thinking Machines Lab?
No — Thinking Machines Lab's cheapest paid plan is Usage, while FriendliAI's is Free.
Do FriendliAI and Thinking Machines Lab offer free plans?
FriendliAI: Yes, has a free plan. Thinking Machines Lab: Paid only.
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