Compare / Kimi K2.7 Code vs Inkling
Kimi K2.7 Code vs Inkling
Which is cheaper, which is more capable, and which does better at each kind of work, from 13 results on 3 sources that measured both models.
Kimi K2.7 Code or Inkling? The short answer
- Kimi K2.7 Code is cheaper: $1.71 against $1.72 per million tokens, 1% less.
- They score about the same on the Artificial Analysis Intelligence Index (25.8 and 25.0).
- Inkling writes faster: 166 tokens a second against 83.
- On our business benchmarks, Kimi K2.7 Code ranks higher for professional work and reasoning and knowledge.
- On our business benchmarks, Inkling ranks higher for agents and tool use and sticking to the facts.
At a glance
| Kimi K2.7 Code | Inkling | |
|---|---|---|
| Price per million tokens | $0.95 in · $4.00 out | $0.95 in · $4.05 out |
| Blended (3 in : 1 out) | $1.71 | $1.72 |
| Cheapest host, blended | $1.28 (StreamLake) | $1.72 (DeepInfra, FP8) |
| Intelligence Index | 25.8 | 25.0 |
| Spring Prompt overall | – | – |
| Output speed, tokens a second | 83 | 166 |
| Context window | 262,144 tokens | 524,288 tokens |
| Weights | Open | Open |
| Developer based in | China | the US |
Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.
Which is better for what
Each model's rank among models available today, for each kind of work, from our own benchmarks and licensed sources. The better rank is in green.
| Use case | Kimi K2.7 Code | Inkling |
|---|---|---|
| Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls | 57 of 161 | 56 of 161 |
| Professional workReal tasks from banking, consulting and law, business documents and freelance projects | 41 of 51 | 45 of 51 |
| Reasoning and knowledgeHard questions across science, maths and general knowledge | 54 of 195 | 64 of 195 |
| WritingWhat people prefer in blind comparisons, and judged writing quality | not measured | 59 of 187 |
| Sticking to the factsSummarising without inventing things, and factual answers | 98 of 153 | 75 of 153 |
Every shared result
| Benchmark | Metric | Kimi K2.7 Code | Inkling |
|---|---|---|---|
| APEX-Agentsreported | Tasks passed% of tasks | 37.6% | 33.8% |
| Artificial Analysisreported | Artificial Analysis Coding Indexindex score | 60.8 | 52.1 |
| Artificial Analysisreported | Artificial Analysis Intelligence Indexindex score | 25.8 | 25.0 |
| Artificial Analysisreported | GPQA Diamond% of questions | 89.6% | 87.2% |
| Artificial Analysisreported | Humanity's Last Exam% of questions | 35.0% | 31.9% |
| Artificial Analysisreported | Long-context reasoning (AA-LCR)% of questions | 79.3% | 77.3% |
| Artificial Analysisreported | Output speedtokens per second | 83.2 | 166 |
| Artificial Analysisreported | SciCode% of problems | 47.8% | 47.0% |
| Artificial Analysisreported | Terminal-Bench 2.1% of tasks | 67.4% | 55.1% |
| Artificial Analysisreported | Terminal-Bench 4.0% of tasks | 1.0% | 1.0% |
| Artificial Analysisreported | Time to first answer tokenseconds | 28.0 | 14.3 |
| Artificial Analysisreported | Τ-bench banking% of tasks | 20.2% | 29.1% |
| SimpleQA Verified (Epoch AI)reported | Correct answers% of questions | 36.5% | 40.3% |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.
Quick answers
Is Kimi K2.7 Code better than Inkling?
It depends on the task. Among models available today, on our benchmarks and licensed sources, Kimi K2.7 Code ranks higher for professional work and reasoning and knowledge; Inkling ranks higher for agents and tool use and sticking to the facts.
Which is cheaper, Kimi K2.7 Code or Inkling?
Kimi K2.7 Code costs $1.71 per million tokens (three input to one output), against $1.72 for Inkling.
Which is faster, Kimi K2.7 Code or Inkling?
Inkling writes about 166 tokens a second on its usual API, against 83 for Kimi K2.7 Code (Artificial Analysis).
Run Kimi K2.7 Code and Inkling on your own prompt
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