Qwen3 Embedding 8B vs Grok 4.20 Multi Agent

At a Glance

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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 tokens$0.010Deepinfra · Sep 22, 2026$1.25Xai · Sep 3, 2026
Output priceFrom · USD / 1M tokensNot reported$2.50Xai · Sep 3, 2026
Context windowMaximum documented tokens33K1,000K
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 →

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

FieldQwen3 Embedding 8BGrok 4.20 Multi-Agent
DeveloperQwenxAI
FamilyQwen3 EmbeddingGrok 4 20
ModelQwen3 Embedding 8BGrok 4.20 Multi-Agent
VersionQwen3 Embedding 8BGrok 4.20 Multi-Agent
Lifecycleactivepreview
Released2025-06-03Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText, Image
Output modalitiesEmbeddingText
Context window33K1,000K
Total parameters8BUnknown
Active parametersUnknownUnknown
Licenseapache-2.0Unknown
Open weightsYesNo
API availableYesYes
Self-hostableYesNo
Provider accessDeepinfra (Standard), Fireworks Ai (Standard)Xai (Standard)
Capabilitiesembeddings, multilingual, retrievalgeneration, reasoning, research, tools

Qwen3 Embedding 8B Capabilities

embeddingsmultilingualretrieval
Serving providers2
Canonical IDQwen/Qwen3-Embedding-8B

Grok 4.20 Multi Agent Capabilities

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

Primary Evidence

Sources and Freshness

Questions

Qwen3 Embedding 8B vs Grok 4.20 Multi Agent FAQs

Is Qwen3 Embedding 8B or Grok 4.20 Multi Agent better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Embedding 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, Qwen3 Embedding 8B or Grok 4.20 Multi Agent?+

Qwen3 Embedding 8B is $0.010 and Grok 4.20 Multi Agent is $1.25 per million tokens, so Qwen3 Embedding 8B is cheaper on this metric. Only Grok 4.20 Multi Agent has a directly sourced output price: $2.50 per million tokens.

Which has a larger context window, Qwen3 Embedding 8B or Grok 4.20 Multi Agent?+

Grok 4.20 Multi Agent has the larger sourced context window. Qwen3 Embedding 8B supports 33K and Grok 4.20 Multi Agent supports 1,000K.

Which performs better in benchmarks, Qwen3 Embedding 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 Qwen3 Embedding 8B or Grok 4.20 Multi Agent be self-hosted?+

Qwen3 Embedding 8B is the only model in this pair currently marked as self-hostable. Qwen3 Embedding 8B is open weight; Grok 4.20 Multi Agent is not marked open weight.

Can Qwen3 Embedding 8B and Grok 4.20 Multi Agent understand images?+

Qwen3 Embedding 8B is not 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, Qwen3 Embedding 8B or Grok 4.20 Multi Agent?+

Neither has a larger sourced maximum output. Qwen3 Embedding 8B is — and Grok 4.20 Multi Agent is —.

Do Qwen3 Embedding 8B and Grok 4.20 Multi Agent support reasoning and tool use?+

Qwen3 Embedding 8B: none of these features are definitively sourced. 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, Qwen3 Embedding 8B or Grok 4.20 Multi Agent?+

Qwen3 Embedding 8B has 2 sourced provider routes; Grok 4.20 Multi Agent has 1, so Qwen3 Embedding 8B has broader tracked availability.

Which offers better value, Qwen3 Embedding 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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