Bolmo 7B vs SmolVLA 450M

At a Glance

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SmolVLA 450MHugging Face LeRobot
Pricing and Limits
Context windowMaximum documented tokens66KNot reported
Model facts checkedSep 3, 2026View model evidence →Aug 29, 2026View model evidence →
Different Model RolesThese models do not share a sourced market category. Their primary-source facts remain comparable below, while performance claims require matched evidence.

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

FieldBolmo 7BSmolVLA 450M
DeveloperAi2Hugging Face LeRobot
FamilyBolmoSmolVLA
ModelBolmo 7BSmolVLA 450M
VersionBolmo 7B450M
Lifecycleactiveactive
Released2025-12-132025-06-03
Knowledge cutoff2024-12-01Unknown
Input modalitiesTextText, Image, Robot state
Output modalitiesTextRobot action
Context window66KUnknown
Total parameters7.6B450M
Active parametersUnknownUnknown
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableNoNo
Self-hostableYesYes
Provider accessUnknownUnknown
Capabilitiesgenerationasynchronous-inference, fine-tuning, low-cost-hardware, manipulation
Robotics model typeUnknownVision-language-action model
Action representationUnknownContinuous action chunks from a flow-matching action expert
Control architectureUnknownSmolVLM2 backbone with flow-matching action expert
Inference locationUnknownOn device
Native control rate (Hz)UnknownUnknown
Supported embodimentsUnknownSO-100, SO-101, LeKiwi, LIBERO Franka
Training dataUnknownCompatibly licensed LeRobot community datasets totaling fewer than 30,000 episodes in the cited release.

Bolmo 7B Capabilities

generation
Model typeUnknown
InferenceUnknown
Action representationUnknown
Supported embodimentsUnknown
Canonical IDallenai/Bolmo-7B

SmolVLA 450M Capabilities

asynchronous-inferencefine-tuninglow-cost-hardwaremanipulation
Model typeVision-language-action model
InferenceOn device
Action representationContinuous action chunks from a flow-matching action expert
Supported embodiments4
Canonical IDlerobot/smolvla_base

Primary Evidence

Sources and Freshness

Questions

Bolmo 7B vs SmolVLA 450M FAQs

Is Bolmo 7B or SmolVLA 450M better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Bolmo 7B and SmolVLA 450M, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Bolmo 7B or SmolVLA 450M?+

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, Bolmo 7B or SmolVLA 450M?+

Neither model has a larger sourced context window in this comparison. Bolmo 7B is 66K and SmolVLA 450M is —.

Which performs better in benchmarks, Bolmo 7B or SmolVLA 450M?+

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

Can Bolmo 7B or SmolVLA 450M be self-hosted?+

Both models have the same recorded self-hosting status: supported. Bolmo 7B is open weight; SmolVLA 450M is open weight.

Can Bolmo 7B and SmolVLA 450M understand images?+

Bolmo 7B is not documented with image input; SmolVLA 450M is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Bolmo 7B or SmolVLA 450M?+

Neither has a larger sourced maximum output. Bolmo 7B is — and SmolVLA 450M is —.

Do Bolmo 7B and SmolVLA 450M support reasoning and tool use?+

Bolmo 7B: none of these features are definitively sourced. SmolVLA 450M: image input. Feature support does not establish relative quality.

Which is available from more inference providers, Bolmo 7B or SmolVLA 450M?+

Bolmo 7B has 0 sourced provider routes; SmolVLA 450M has 0, a tie.

Which offers better value, Bolmo 7B or SmolVLA 450M?+

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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