Kimi K2.7 Code vs Sonar Pro
At a Glance
| Compare |  Kimi K2.7 CodeMoonshot AI |  Sonar ProPerplexity |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| CostLower is better · Published-token output estimate | #9 of 44$0.042 per LiveBench case | UnrankedNot in the 44-model eligible cohort |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.68Deepinfra ↗ · Sep 21, 2026 | $3.00Openrouter ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | $3.21Openrouter ↗ · Sep 22, 2026 | $15.00Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 262K | 200K |
| Model facts checked | Sep 3, 2026View model evidence → | Aug 29, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | Kimi K2.7 Code | Sonar Pro |
|---|---|---|
| Developer | Moonshot AI | Perplexity |
| Family | Kimi K2 7 | Sonar |
| Model | Kimi K2.7 Code | Sonar Pro |
| Version | Kimi K2.7 Code | Sonar Pro |
| Lifecycle | active | active |
| Released | 2026-06-11 | Unknown |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image, Video | Text |
| Output modalities | Text | Text |
| Context window | 262K | 200K |
| Total parameters | 1T | Unknown |
| Active parameters | 32B | Unknown |
| License | modified-mit | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard) | Openrouter (Standard), Perplexity (Standard) |
| Capabilities | agents, chat, coding, reasoning, tools, vision | chat, citations, search |
Kimi K2.7 Code Capabilities
Sonar Pro Capabilities
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Primary Evidence
Sources and Freshness
Questions
Kimi K2.7 Code vs Sonar Pro FAQs
Is Kimi K2.7 Code or Sonar Pro better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Kimi K2.7 Code and Sonar Pro, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Kimi K2.7 Code or Sonar Pro?+
Kimi K2.7 Code is $0.68 and Sonar Pro is $3.00 per million tokens, so Kimi K2.7 Code is cheaper on this metric. Kimi K2.7 Code is $3.21 and Sonar Pro is $15.00 per million tokens, so Kimi K2.7 Code is cheaper on this metric.
Which has a larger context window, Kimi K2.7 Code or Sonar Pro?+
Kimi K2.7 Code has the larger sourced context window. Kimi K2.7 Code supports 262K and Sonar Pro supports 200K.
Which performs better in benchmarks, Kimi K2.7 Code or Sonar Pro?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Kimi K2.7 Code or Sonar Pro be self-hosted?+
Kimi K2.7 Code is the only model in this pair currently marked as self-hostable. Kimi K2.7 Code is open weight; Sonar Pro is not marked open weight.
Can Kimi K2.7 Code and Sonar Pro understand images?+
Kimi K2.7 Code is documented with image input; Sonar Pro is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Kimi K2.7 Code or Sonar Pro?+
Neither has a larger sourced maximum output. Kimi K2.7 Code is — and Sonar Pro is —.
Do Kimi K2.7 Code and Sonar Pro support reasoning and tool use?+
Kimi K2.7 Code: reasoning, tool calling, and image input. Sonar Pro: none of these features are definitively sourced. Feature support does not establish relative quality.
Which is available from more inference providers, Kimi K2.7 Code or Sonar Pro?+
Kimi K2.7 Code has 4 sourced provider routes; Sonar Pro has 2, so Kimi K2.7 Code has broader tracked availability.
Which offers better value, Kimi K2.7 Code or Sonar Pro?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.