Kimi K3vsInkling
Across 5 shared benchmarks, Kimi K3 leads overall: Kimi K3 wins 5, Inkling wins 0, with 0 ties and an average score difference of +12.62.
Kimi K3
Moonshot AI · 2026-07-16 · Reasoning model
IN
Inkling
Thinking Machines Lab · 2026-07-15 · Multimodal model
Kimi K35 wins(100%)(0%)0 winsInkling
Benchmark scores
Grouped by capability, sorted by largest gap within each. 5 shared benchmarks.
AI Agent - Tool Usage
Kimi K3 2/2| Benchmark | Kimi K3 | Inkling | Diff |
|---|---|---|---|
| Terminal-Bench 2.1 | 88.302 / 44Max (With Tools) | 63.8036 / 44Thinking (With Tools) | +24.50 |
| MCP-Atlas | 84.203 / 38Max (With Tools) | 7617 / 38极高强度思考（工具） | +8.20 |
AI Agent - Information Search
Kimi K3 1/1| Benchmark | Kimi K3 | Inkling | Diff |
|---|---|---|---|
| BrowseComp | 91.201 / 54Max (With Tools + Internet) | 77.1022 / 54Thinking (With Tools + Internet) | +14.10 |
General Evaluation
Kimi K3 1/1| Benchmark | Kimi K3 | Inkling | Diff |
|---|---|---|---|
| GPQA Diamond | 93.5013 / 226最高（无工具） | 87.2070 / 226Thinking (No Tools) | +6.30 |
General Knowledge
Kimi K3 1/1| Benchmark | Kimi K3 | Inkling | Diff |
|---|---|---|---|
| HLE | 5614 / 181Max (With Tools) | 4641 / 181Thinking (With Tools) | +10 |
Specs
| Field | Kimi K3 | Inkling |
|---|---|---|
| Publisher | Moonshot AI | Thinking Machines Lab |
| Release date | 2026-07-16 | 2026-07-15 |
| Model type | Reasoning model | Multimodal model |
| Architecture | MoE | MoE |
| Parameters | 2.8T | 975B |
| Context length | 1M | 1M |
| Max output | 1M | Not available |
API pricing
Prices use DataLearner records when available; missing fields are not inferred.
| Item | Kimi K3 | Inkling |
|---|---|---|
| Text input | ¥20 / 1M tokens | $3.74 / 1M tokens |
| Text output | ¥100 / 1M tokens | $9.36 / 1M tokens |
| Cache read | ¥2 / 1M tokens | $0.748 / 1M tokens |
Summary
- Kimi K3leads in:AI Agent - Tool Usage (2/2), AI Agent - Information Search (1/1), General Evaluation (1/1), General Knowledge (1/1)
On average across the 5 shared benchmarks, Kimi K3 scores 12.62 higher.
Largest single-benchmark gap: Terminal-Bench 2.1 — Kimi K3 88.30 vs Inkling 63.80 (+24.50).
Page generated from structured model, pricing and benchmark records. No real-time LLM is used to write the prose.