agents benchmark
Kimi Code Bench v2 Leaderboard
Kimi Code Bench v2 is Moonshot AI's in-house benchmark for evaluating coding agents on realistic software engineering tasks across 10+ mainstream programming languages and a production tech stack.
Updated Oct 23, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Kimi Code Bench v2 Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score72.90% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelMA | Score62.00% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
Kimi Code Bench v2 Highlights
The leading models and scores on this benchmark.
Kimi Code Bench v2 Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Kimi Code Bench v2
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Kimi Code Bench v2?
What Kimi Code Bench v2 measures and how its scores work.
Kimi Code Bench v2 is a benchmark for coding agents covering backend services, infrastructure, performance engineering, systems programming, security, frontend development, and ML/data engineering.
It reports a Score as a ratio for performance on realistic software engineering tasks.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Kimi Code Bench v2
- Modality
- text
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Kimi Code Bench v2.
Which model scores highest on Kimi Code Bench v2?
Kimi K3 is currently ranked first with 72.90%.
What are the top three models on Kimi Code Bench v2?
The current leaders are Kimi K3 (72.90%) and Kimi K2.7 Code (62.00%).
Which Kimi Code Bench v2 model has the lowest official input price?
Kimi K2.7 Code has the lowest matched official input price at $0.95 input / $4.0 output per 1M tokens.
Which models are fastest among Kimi Code Bench v2 results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.