Kimi K2.5 vs Ternary Bonsai 4B

At a Glance

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Kimi K2.5Moonshot AI
Pricing and Limits
Input priceFrom · USD / 1M tokens$0.45Deepinfra · Aug 29, 2026Not reported
Output priceFrom · USD / 1M tokens$2.25Deepinfra · Aug 29, 2026Not reported
Context windowMaximum documented tokens262K33K
Model facts checkedAug 28, 2026View model evidence →Sep 18, 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-K2.5Ternary Bonsai 4B
DeveloperMoonshot AIPrismML
FamilyKimi K2 5Bonsai 4b
ModelKimi-K2.5Ternary Bonsai 4B
VersionKimi-K2.5Ternary Bonsai 4B
Lifecycleactiveactive
Released2026-01-272026-04-18
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window262K33K
Total parameters1T4B
Active parameters32BUnknown
Licenseotherapache-2.0
Open weightsYesYes
API availableYesNo
Self-hostableYesYes
Provider accessDeepinfra (Standard), Hugging Face (Standard), Openrouter (Standard)Unknown
Capabilitieschat, generation, reasoning, toolschat, generation
Effective bit widthUnknown1.58 bits per weight
Weight sizeUnknown1.07 GB
Weight formatUnknownTernary Q2_0

Kimi K2.5 Capabilities

chatgenerationreasoningtools
Serving providers3
Canonical IDmoonshotai/Kimi-K2.5

Ternary Bonsai 4B Capabilities

chatgeneration
Serving providers0
Canonical IDprism-ml/Ternary-Bonsai-4B

Primary Evidence

Sources and Freshness

Questions

Kimi K2.5 vs Ternary Bonsai 4B FAQs

Is Kimi K2.5 or Ternary Bonsai 4B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Kimi K2.5 and Ternary Bonsai 4B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Kimi K2.5 or Ternary Bonsai 4B?+

Only Kimi K2.5 has a directly sourced input price: $0.45 per million tokens. Only Kimi K2.5 has a directly sourced output price: $2.25 per million tokens.

Which has a larger context window, Kimi K2.5 or Ternary Bonsai 4B?+

Kimi K2.5 has the larger sourced context window. Kimi K2.5 supports 262K and Ternary Bonsai 4B supports 33K.

Which performs better in benchmarks, Kimi K2.5 or Ternary Bonsai 4B?+

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

Can Kimi K2.5 or Ternary Bonsai 4B be self-hosted?+

Both models have the same recorded self-hosting status: supported. Kimi K2.5 is open weight; Ternary Bonsai 4B is open weight.

Can Kimi K2.5 and Ternary Bonsai 4B understand images?+

Kimi K2.5 is documented with image input; Ternary Bonsai 4B is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Kimi K2.5 or Ternary Bonsai 4B?+

Neither has a larger sourced maximum output. Kimi K2.5 is — and Ternary Bonsai 4B is —.

Do Kimi K2.5 and Ternary Bonsai 4B support reasoning and tool use?+

Kimi K2.5: reasoning, tool calling, and image input. Ternary Bonsai 4B: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Kimi K2.5 or Ternary Bonsai 4B?+

Kimi K2.5 has 3 sourced provider routes; Ternary Bonsai 4B has 0, so Kimi K2.5 has broader tracked availability.

Which offers better value, Kimi K2.5 or Ternary Bonsai 4B?+

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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