ERNIE 5.1 vs Ternary Bonsai 4B

At a Glance

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Pricing and Limits
Context windowMaximum documented tokens131K33K
Model facts checkedAug 29, 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

FieldERNIE 5.1Ternary Bonsai 4B
DeveloperBaiduPrismML
FamilyErnie 5Bonsai 4b
ModelERNIE 5.1Ternary Bonsai 4B
VersionERNIE 5.1Ternary Bonsai 4B
Lifecycleactiveactive
ReleasedUnknown2026-04-18
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextText
Context window131K33K
Total parametersUnknown4B
Active parametersUnknownUnknown
LicenseUnknownapache-2.0
Open weightsNoYes
API availableYesNo
Self-hostableNoYes
Provider accessBaidu Qianfan (Standard)Unknown
Capabilitiesagents, chat, reasoning, search, toolschat, generation
Effective bit widthUnknown1.58 bits per weight
Weight sizeUnknown1.07 GB
Weight formatUnknownTernary Q2_0

ERNIE 5.1 Capabilities

agentschatreasoningsearchtools
Serving providers1
Canonical IDbaidu/ernie-5.1

Ternary Bonsai 4B Capabilities

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

Primary Evidence

Sources and Freshness

Questions

ERNIE 5.1 vs Ternary Bonsai 4B FAQs

Is ERNIE 5.1 or Ternary Bonsai 4B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both ERNIE 5.1 and Ternary Bonsai 4B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, ERNIE 5.1 or Ternary Bonsai 4B?+

Only ERNIE 5.1 has a directly sourced input price: $4.00 per million tokens. Only ERNIE 5.1 has a directly sourced output price: $18.00 per million tokens.

Which has a larger context window, ERNIE 5.1 or Ternary Bonsai 4B?+

ERNIE 5.1 has the larger sourced context window. ERNIE 5.1 supports 131K and Ternary Bonsai 4B supports 33K.

Which performs better in benchmarks, ERNIE 5.1 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 ERNIE 5.1 or Ternary Bonsai 4B be self-hosted?+

Ternary Bonsai 4B is the only model in this pair currently marked as self-hostable. ERNIE 5.1 is not marked open weight; Ternary Bonsai 4B is open weight.

Can ERNIE 5.1 and Ternary Bonsai 4B understand images?+

ERNIE 5.1 is not 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, ERNIE 5.1 or Ternary Bonsai 4B?+

Neither has a larger sourced maximum output. ERNIE 5.1 is 66K and Ternary Bonsai 4B is —.

Do ERNIE 5.1 and Ternary Bonsai 4B support reasoning and tool use?+

ERNIE 5.1: reasoning and tool calling. Ternary Bonsai 4B: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, ERNIE 5.1 or Ternary Bonsai 4B?+

ERNIE 5.1 has 1 sourced provider route; Ternary Bonsai 4B has 0, so ERNIE 5.1 has broader tracked availability.

Which offers better value, ERNIE 5.1 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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