Inkling vs KAT-Coder-Air V2.5
Specs, per-token pricing, and live benchmark scores — refreshed daily from our benchmark database.
Specs & pricing
| Inkling | KAT-Coder-Air V2.5 | |
|---|---|---|
| Company | Thinking Machines | Kwaipilot |
| Released | Jul 2026 | Jul 2026 |
| Context window | 524K | 256K |
| Input /1M tokens | $1 | $0.15 |
| Output /1M tokens | $4.05 | $0.6 |
| Open weights | No | No |
Benchmarks
| Benchmark | Inkling | KAT-Coder-Air V2.5 |
|---|---|---|
| Arena Elo | 1445 Elo | — |
| GPQA | 87.2% | — |
| Hallucination Rate (lower is better) | 63.1% | — |
| Speed (tok/s) | 57 tok/s | — |
Scores come from published leaderboards and official model cards (sources listed on the benchmarks page) and refresh daily. Pricing via vendor pages and OpenRouter.