Repo Bench
Benchmarks & Leaderboards · Free + paid
Measures large-context reasoning, edit precision, and instruction adherence
At a glance
- Made by
- Repo Prompt
- Korean
- None (English and a few others only)
- Available on
- Web, Mac, CLI
What is Repo Bench?
Repo Bench ranks models by the median of all model run results submitted by Repo Prompt users, updated every 15 minutes. It evaluates context reasoning in large codebases, adherence to detailed instructions, and file-editing precision in Go, Swift, TypeScript, and more. The results come from the official benchmark inside the Repo Prompt app, and users can run it themselves. However, it states that this benchmark does not reflect a model's coding ability.
- Model ranking updated every 15 minutes (median-based)
- Large-context reasoning evaluation
- Instruction-following evaluation
- File-editing precision evaluation (Go, Swift, TypeScript)
- Repo Bench Explorer for viewing individual run results
- Run the benchmark yourself in the Repo Prompt app
Who uses Repo Bench and for what
- Choose the AI model that fits your codebase
- Model providers and research labs compare performance
Pricing
What you get for free — Yes (Repo Prompt Community Edition is free/open source)
| Plan | Price | Main limits |
|---|---|---|
| Community Edition | 0 | Free/open source, macOS app |
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying. · Official pricing page
AI tools similar to Repo Bench (alternatives)
Repo Bench vs. alternatives at a glance
| AI | Pricing | Combos on the map | Connected tools | Free | Cheapest monthly | Korean |
|---|---|---|---|---|---|---|
| Repo Bench | Free + paid | 0 | 5 | Yes | — | No |
| APEX-Agents | Free + paid | 0 | 11 | — | — | No |
| ARC-AGI-2 | Free + paid | 0 | 11 | — | — | No |
| Context-Bench | Free + paid | 0 | 11 | — | — | No |
| MCP Atlas | Free + paid | 0 | 11 | — | — | No |
1 of these 5 tools have a free plan.
Combo and connection counts are based on the relationships recorded on AI Galaxy Map (2026-10-26); they are not a quality ranking.
Repo Bench on AI Galaxy Map
- One of 27 AI tools in the Benchmarks & Leaderboards field.
- Connected to 5 other tools — #11 in its field.
Frequently asked questions
Can I use Repo Bench for free?
Yes (Repo Prompt Community Edition is free/open source). Prices can change, so check the official site before paying.
What AI can I use instead of Repo Bench?
Tools that do the same job, such as APEX-Agents, ARC-AGI-2, Context-Bench, MCP Atlas, are connected to it on the map.
Can I use Repo Bench in Korean?
None (English and a few others only)
Sources (official pages)
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.