Granite Vision 4.1 4B vs Ternary Bonsai 8B

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens131K66K
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

Fieldgranite-vision-4.1-4bTernary Bonsai 8B
DeveloperIBMPrismML
FamilyGranite Vision 4 1 4bBonsai 8b
Modelgranite-vision-4.1-4bTernary Bonsai 8B
Versiongranite-vision-4.1-4bTernary Bonsai 8B
Lifecycleactiveactive
Released2026-04-292026-04-18
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window131K66K
Total parameters4B8.2B
Active parametersUnknownUnknown
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableUnknownNo
Self-hostableYesYes
Provider accessUnknownUnknown
Capabilitieschat, generation, toolschat, generation
Effective bit widthUnknown1.58 bits per weight
Weight sizeUnknown2.18 GB
Weight formatUnknownTernary Q2_0

Granite Vision 4.1 4B Capabilities

chatgenerationtools
Serving providers0
Canonical IDibm-granite/granite-vision-4.1-4b

Ternary Bonsai 8B Capabilities

chatgeneration
Serving providers0
Canonical IDprism-ml/Ternary-Bonsai-8B

Primary Evidence

Sources and Freshness

Questions

Granite Vision 4.1 4B vs Ternary Bonsai 8B FAQs

Is Granite Vision 4.1 4B or Ternary Bonsai 8B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Vision 4.1 4B and Ternary Bonsai 8B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.

Which has a larger context window, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

Granite Vision 4.1 4B has the larger sourced context window. Granite Vision 4.1 4B supports 131K and Ternary Bonsai 8B supports 66K.

Which performs better in benchmarks, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

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

Can Granite Vision 4.1 4B or Ternary Bonsai 8B be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Vision 4.1 4B is open weight; Ternary Bonsai 8B is open weight.

Can Granite Vision 4.1 4B and Ternary Bonsai 8B understand images?+

Granite Vision 4.1 4B is documented with image input; Ternary Bonsai 8B is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

Neither has a larger sourced maximum output. Granite Vision 4.1 4B is — and Ternary Bonsai 8B is —.

Do Granite Vision 4.1 4B and Ternary Bonsai 8B support reasoning and tool use?+

Granite Vision 4.1 4B: tool calling and image input. Ternary Bonsai 8B: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

Granite Vision 4.1 4B has 0 sourced provider routes; Ternary Bonsai 8B has 0, a tie.

Which offers better value, Granite Vision 4.1 4B or Ternary Bonsai 8B?+

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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