Devin vs StarCoder2 (BigCode)
Devin (Cognition) and StarCoder2 (BigCode) (BigCode / Hugging Face) compared head-to-head: prices from $20 and $0, agentic sandbox vs. 16K tokens context, free tiers, models, limits plus strengths and weaknesses. Find out which AI coding agent fits your workflow.
Devin vs StarCoder2 (BigCode) — Category side-by-side
| Provider | Devin Cognition | StarCoder2 (BigCode) BigCode / Hugging Face |
|---|---|---|
| From /month | $20 | Free |
| Billing | subscription + usage (ACU) | self-host / usage |
| Top models | Devin (Cognition) | StarCoder2, StarCoder2-Instruct |
| Context | agentic sandbox | 16K tokens |
| Limits | ACU-based; ~$9/h of Devin time | hardware or API limits |
| Free tier | no — paid only | open-weight models are free |
| Best for | Offloading well-scoped engineering tasks to an autonomous agent | Self-hosters wanting a free open-weight code model |
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Recommendation by priority
💰 On a budget? StarCoder2 (BigCode) ($0) is cheaper than Devin ($20).
StarCoder2 (BigCode) is especially strong when you care about "Self-hosters wanting a free open-weight code model".
🆫 Start without budget? StarCoder2 (BigCode) shines with a free tier (open-weight models are free).
StarCoder2 (BigCode) is especially strong when you care about "Self-hosters wanting a free open-weight code model".
Frequently asked questions: Devin vs StarCoder2 (BigCode)
Devin or StarCoder2 (BigCode): which is cheaper?
The entry price depends on each provider and plan tier. This page shows the current indicative values side by side.
Which offers more context — Devin or StarCoder2 (BigCode)?
Devin reaches agentic sandbox, StarCoder2 (BigCode) reaches 16K tokens. More context helps with long files and large repos.
Is there a free tier for Devin or StarCoder2 (BigCode)?
Yes — details on free tiers and free quotas are in the side-by-side table above.