MolmoWeb 8B vs Grok 4.20 Multi Agent

At a Glance

Compare
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#22 of 4663.4 score · 2/3 sources · provisional · missing LiveBench · full-core range 42.3–75.6
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$1.25Xai · Sep 3, 2026
Output priceFrom · USD / 1M tokensNot reported$2.50Xai · Sep 3, 2026
Context windowMaximum documented tokens10K1,000K
Model facts checkedSep 3, 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

FieldMolmoWeb 8BGrok 4.20 Multi-Agent
DeveloperAi2xAI
FamilyMolmowebGrok 4 20
ModelMolmoWeb 8BGrok 4.20 Multi-Agent
VersionMolmoWeb 8BGrok 4.20 Multi-Agent
Lifecycleactivepreview
Released2026-03-20Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText, Image
Output modalitiesTextText
Context window10K1,000K
Total parameters8.7BUnknown
Active parametersUnknownUnknown
Licenseapache-2.0Unknown
Open weightsYesNo
API availableNoYes
Self-hostableYesNo
Provider accessUnknownXai (Standard)
Capabilitieschat, computer-use, generation, tools, visiongeneration, reasoning, research, tools

MolmoWeb 8B Capabilities

chatcomputer-usegenerationtoolsvision
Serving providers0
Canonical IDallenai/MolmoWeb-8B

Grok 4.20 Multi Agent Capabilities

generationreasoningresearchtools
Serving providers1
Canonical IDxai/grok-4.20-multi-agent-0309

Primary Evidence

Sources and Freshness

Questions

MolmoWeb 8B vs Grok 4.20 Multi Agent FAQs

Is MolmoWeb 8B or Grok 4.20 Multi Agent better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both MolmoWeb 8B and Grok 4.20 Multi Agent, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, MolmoWeb 8B or Grok 4.20 Multi Agent?+

Only Grok 4.20 Multi Agent has a directly sourced input price: $1.25 per million tokens. Only Grok 4.20 Multi Agent has a directly sourced output price: $2.50 per million tokens.

Which has a larger context window, MolmoWeb 8B or Grok 4.20 Multi Agent?+

Grok 4.20 Multi Agent has the larger sourced context window. MolmoWeb 8B supports 10K and Grok 4.20 Multi Agent supports 1,000K.

Which performs better in benchmarks, MolmoWeb 8B or Grok 4.20 Multi Agent?+

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

Can MolmoWeb 8B or Grok 4.20 Multi Agent be self-hosted?+

MolmoWeb 8B is the only model in this pair currently marked as self-hostable. MolmoWeb 8B is open weight; Grok 4.20 Multi Agent is not marked open weight.

Can MolmoWeb 8B and Grok 4.20 Multi Agent understand images?+

MolmoWeb 8B is documented with image input; Grok 4.20 Multi Agent is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, MolmoWeb 8B or Grok 4.20 Multi Agent?+

Neither has a larger sourced maximum output. MolmoWeb 8B is — and Grok 4.20 Multi Agent is —.

Do MolmoWeb 8B and Grok 4.20 Multi Agent support reasoning and tool use?+

MolmoWeb 8B: tool calling and image input. Grok 4.20 Multi Agent: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, MolmoWeb 8B or Grok 4.20 Multi Agent?+

MolmoWeb 8B has 0 sourced provider routes; Grok 4.20 Multi Agent has 1, so Grok 4.20 Multi Agent has broader tracked availability.

Which offers better value, MolmoWeb 8B or Grok 4.20 Multi Agent?+

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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