Kimi K3 vs Sonar

At a Glance

Compare
Kimi K3Moonshot AI
SonarPerplexity
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5#17 of 4670.3 score · 3/3 sources · completeUnrankedNot in the 46-model eligible cohort
CostLower is better · Published-token output estimate#30 of 44$0.194 per LiveBench caseUnrankedNot in the 44-model eligible cohort
EfficiencyHigher is better · MM Efficiency v1.5#21 of 3852.5 score · 3/3 sources · completeUnrankedNot in the 38-model eligible cohort
Pricing and Limits
Input priceFrom · USD / 1M tokens$2.85Deepinfra · Sep 22, 2026$1.00Openrouter · Sep 22, 2026
Output priceFrom · USD / 1M tokens$14.25Deepinfra · Sep 22, 2026$1.00Openrouter · Sep 22, 2026
Context windowMaximum documented tokens1,049K128K
Model facts checkedAug 28, 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

All benchmark results →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldKimi-K3Sonar
DeveloperMoonshot AIPerplexity
FamilyKimi K3Sonar
ModelKimi-K3Sonar
VersionKimi-K3Sonar
Lifecycleactiveactive
Released2026-07-16Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window1,049K128K
Total parameters2.8TUnknown
Active parameters104BUnknown
LicenseotherUnknown
Open weightsYesNo
API availableYesYes
Self-hostableYesNo
Provider accessDeepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard)Openrouter (Standard), Perplexity (Standard)
Capabilitieschat, generation, reasoningchat, citations, search

Kimi K3 Capabilities

chatgenerationreasoning
Serving providers5
Canonical IDmoonshotai/Kimi-K3

Sonar Capabilities

chatcitationssearch
Serving providers2
Canonical IDperplexity/sonar

Primary Evidence

Sources and Freshness

Questions

Kimi K3 vs Sonar FAQs

Is Kimi K3 or Sonar better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Kimi K3 and Sonar, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Kimi K3 or Sonar?+

Kimi K3 is $2.85 and Sonar is $1.00 per million tokens, so Sonar is cheaper on this metric. Kimi K3 is $14.25 and Sonar is $1.00 per million tokens, so Sonar is cheaper on this metric.

Which has a larger context window, Kimi K3 or Sonar?+

Kimi K3 has the larger sourced context window. Kimi K3 supports 1,049K and Sonar supports 128K.

Which performs better in benchmarks, Kimi K3 or Sonar?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Kimi K3 or Sonar be self-hosted?+

Kimi K3 is the only model in this pair currently marked as self-hostable. Kimi K3 is open weight; Sonar is not marked open weight.

Can Kimi K3 and Sonar understand images?+

Kimi K3 is documented with image input; Sonar is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Kimi K3 or Sonar?+

Neither has a larger sourced maximum output. Kimi K3 is — and Sonar is —.

Do Kimi K3 and Sonar support reasoning and tool use?+

Kimi K3: reasoning and image input. Sonar: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Kimi K3 or Sonar?+

Kimi K3 has 5 sourced provider routes; Sonar has 2, so Kimi K3 has broader tracked availability.

Which offers better value, Kimi K3 or Sonar?+

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.

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