# Inkling 2 Small vs Kimi K2.7 Code

> Side-by-side benchmark comparison for Inkling 2 Small and Kimi K2.7 Code across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/inkling-2-small-vs-kimi-k2-7-code
- Last updated: November 7, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Inkling 2 Small and Kimi K2.7 Code share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Inkling 2 Small has the lower published output-token price.
- Inkling 2 Small has the larger published context window at 1M.

## Model Snapshot

| Property | Inkling 2 Small | Kimi K2.7 Code |
|----------|----------|----------|
| Creator | Thinking Machines Lab | Moonshot AI |
| Type | Proprietary | Open Weight |
| Reasoning | Hybrid | Reasoning |
| Context | 1M | 256K |
| Independent public score (not head-to-head) | 59.06 | 53.79 |
| Benchmarks Covered | 25 | 13 |
| Pricing (input/output) | $0.30 / $1.00 | $0.95 / $4.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 59.9 (Supported · #26/131)
- Kimi K2.7 Code public-lane score: 39.5 (Supported · #71/131)

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 85.1% | Coming soon | Coming soon |
| BrowseComp | 90.2% | Coming soon | Coming soon |
| DeepSearchQA | 90.9% | Coming soon | Coming soon |
| MCP Atlas | 85% | 76% | Inkling 2 Small |
| JobBench | 70.5% | Coming soon | Coming soon |
| Kimi Claw 24/7 | Coming soon | 46.9% | Coming soon |
| MCP Mark Verified | Coming soon | 81.1% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 67.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 59.7 (Supported · #20/157)
- Kimi K2.7 Code public-lane score: 42.3 (Supported · #66/157)

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 82.2% | Coming soon | Coming soon |
| SWE Multilingual | 81.2% | Coming soon | Coming soon |
| sweMarathon | 38.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 85.1% | Coming soon | Coming soon |
| DeepSWE | 72.1% | Coming soon | Coming soon |
| PostTrainBench v1.2 | 31.9% | Coming soon | Coming soon |
| Kimi Code Bench v2 | Coming soon | 62.0% | Coming soon |
| ProgramBench | Coming soon | 53.6% | Coming soon |
| MLS-Bench Lite | Coming soon | 35.1% | Coming soon |
| CursorBench 3.2 | Coming soon | 49.7% | Coming soon |
| OpenHarmony Bench | Coming soon | 52.1% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 82.1% | Coming soon |
| SWE-bench (Vals) | Coming soon | 78.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 86.1 (Unranked · 2 rankable rows)
- Kimi K2.7 Code public-lane score: 77.8 (Unranked · 2 rankable rows)

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 70.6% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 86.6 (#12/59)
- Kimi K2.7 Code public-lane score: Coming soon

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 87.7% | Coming soon | Coming soon |
| CharXiv w/o tools | 85.6% | Coming soon | Coming soon |
| Chartography (no tools) | 36.7% | Coming soon | Coming soon |
| Chartography (tools) | 80.4% | Coming soon | Coming soon |
| BabyVision | 68.6% | Coming soon | Coming soon |
| BabyVision w/ Python | 93.7% | Coming soon | Coming soon |
| ScreenSpot Pro | 83.8% | Coming soon | Coming soon |
| PerceptionBench | 64.7% | Coming soon | Coming soon |
| MathVision | 92.8% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 60.4 (Estimated · #46/178)
- Kimi K2.7 Code public-lane score: 55.3 (Estimated · #59/178)

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 93% | Coming soon | Coming soon |
| GPQA-D | 93.0% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: Coming soon
- Kimi K2.7 Code public-lane score: 76.6 (#68/157)

### Mathematics

- Winner: Insufficient shared evidence
- Inkling 2 Small public-lane score: 85.9 (Unranked · 2 rankable rows)
- Kimi K2.7 Code public-lane score: 54.8 (Unranked · 2 rankable rows)

| Benchmark | Inkling 2 Small | Kimi K2.7 Code | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 95.8% | Coming soon | Coming soon |
| Apex | 63.5% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 54.035% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 12.195% | Coming soon |

## FAQ

### Is there enough evidence to pick between Inkling 2 Small and Kimi K2.7 Code?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Inkling 2 Small vs Inkling-Small](/compare/inkling-2-small-vs-inkling-small)
- [Kimi K2.7 Code vs Inkling-Small](/compare/inkling-small-vs-kimi-k2-7-code)
- [Inkling 2 Small vs Inkling](/compare/inkling-vs-inkling-2-small)
- [Kimi K2.7 Code vs Inkling](/compare/inkling-vs-kimi-k2-7-code)

## Explore More

- [Inkling 2 Small profile](/models/inkling-2-small)
- [Kimi K2.7 Code profile](/models/kimi-k2-7-code)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)