Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)
In this head-to-head showdown, Sao10K: Llama 3 8B Lunaris is more budget-friendly at $0.05/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
Moonshot ultra-long context model supporting up to 2 million tokens per request.
Auto-discovered from OpenRouter (sao10k/l3-lunaris-8b). Preview until a second source matches.
Speed, cost, and intelligence tradeoffs across the Moonshot lineup
Single model data
No latency data
$0.049999999999999996 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.
Category wins across reasoning intelligence, generation speed, and token cost.
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
| Benchmark | Kimi Chat 1.5 | Sao10K: Llama 3 8B Lunaris | Advantage Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| Coding Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 95 tok/s | — | — |
| Input price | $0.2/1M | $0.04/1M | Sao10K: Llama 3 8B Lunaris (+$0.16/1M) |
| Output price | $0.8/1M | $0.05/1M | Sao10K: Llama 3 8B Lunaris (+$0.75/1M) |
| Context window | Kimi Chat 1.5 (+2M) |
Simulate monthly production API costs in USD (US Dollar).
Sao10K: Llama 3 8B Lunaris is estimated to save $16.85/month ($202/year).
Need SWE-bench on both sides.
Lower output list price ($0.05/1M).
Need TTFT on both sides.
Larger window (2M).
Sao10K: Llama 3 8B Lunaris is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | insufficient data | Need SWE-bench on both sides. |
| High-volume chat | Sao10K: Llama 3 8B Lunaris | Lower output list price ($0.05/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Kimi Chat 1.5 | Larger window (2M). |
| Screenshots / vision | Sao10K: Llama 3 8B Lunaris | Sao10K: Llama 3 8B Lunaris is the side marked multimodal in the catalog. |
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The real PNG is generated at /compare/kimi-1-5-long-vs-l3-lunaris-8b/opengraph-image for crawlers.
Verified head-to-head card
