Etched vs Goodfire
Which Infrastructure AI tool is better in 2026?
Etched
Etched is building custom hardware to accelerate large language models and achieve superintelligence.
Goodfire
AI interpretability research lab making neural networks understandable and editable
Side-by-side
Goodfire is the more established option (raised $150M); pricing is comparable on both sides.
| Metric | Etched | Goodfire |
|---|---|---|
| Taglinei | Etched is building custom hardware to accelerate large language models and achieve superintelligence. | AI interpretability research lab making neural networks understandable and editable |
| Foundedi | — | — |
| HQi | — | — |
| Employeesi | — | — |
| Neuron scorei | 15 | 68🏆 |
| Total fundingi | Undisclosed | $150M🏆 |
| Latest roundi | — | Series B · Feb 2026 |
| Valuationi | — | $1.3B🏆 |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Enterprise · Contact sales | Enterprise · Contact sales |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Etched and Goodfire.
| Capability | Etched | Goodfire |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | — |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Etched
- Strong in AI Infrastructure
🔵 Strengths of Goodfire
- Has raised more capital ($150M vs Undisclosed)
- Higher Neuron score (68 vs 15)
Which should you choose?
Choose Goodfire if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Goodfire if you want the most established option — it has raised $150M, 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
Etched vs Goodfire — which is better?
It depends on your priority. Etched is the leaner option; Goodfire has broader feature depth. See the side-by-side table above.
Is Etched cheaper than Goodfire?
No — Goodfire's cheapest paid plan is Enterprise · Contact sales, while Etched's is Enterprise · Contact sales.
Do Etched and Goodfire offer free plans?
Etched: Paid only. Goodfire: Paid only.
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