Pairwise benchmark snapshot · Aug 16, 2026
This page compares Kimi K3 (Moonshot) and Yi-Lightning (01.AI) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, Kimi K3 is ahead by 53 points (1,528 vs 1,475; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, Kimi K3 resolves 73.8% versus 63.4% (seed-bootstrap (Aug 1, 2026)). Yi-Lightning streams faster (130 tok/s) while Yi-Lightning is the cheaper output token ($0.14/1M). Kimi K3 has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.
Moonshot
Kimi K3Moonshot AI frontier flagship reasoning and agent swarm model with 256k context and top-tier SWE-bench coding capability.
01.AI
Yi-Lightning01.AI ultra-fast reasoning model delivering top LiveBench efficiency.
Instant pairwise benchmark recalculation across 400+ LLMs
Category wins across intelligence, speed, and pricing efficiency.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
53 pts advantage
62 tok/s faster
$14.86/1M cheaper
Simulate monthly production API costs based on published $/1M tokens.
Yi-Lightning is estimated to save $323.00/month ($3,876/year).
Higher SWE-bench (73.8%).
Lower output list price ($0.14/1M).
Lower TTFT (150 ms).
Larger window (1M).
Kimi K3 is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | Kimi K3 | Higher SWE-bench (73.8%). |
| High-volume chat | Yi-Lightning | Lower output list price ($0.14/1M). |
| Voice / low-latency UI | Yi-Lightning | Lower TTFT (150 ms). |
| Long-document RAG | Kimi K3 | Larger window (1M). |
| Screenshots / vision | Kimi K3 | Kimi K3 is the side marked multimodal in the catalog. |
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Verified head-to-head card