MiniMax M2.7 vs Qwen3 Embedding 8B

At a Glance

Compare
Pricing and Limits
Input priceFrom · USD / 1M tokens$0.25Deepinfra · Sep 3, 2026$0.010Deepinfra · Sep 21, 2026
Output priceFrom · USD / 1M tokens$1.00Deepinfra · Sep 3, 2026Not reported
Context windowMaximum documented tokens205K33K
Model facts checkedAug 28, 2026View model evidence →Sep 3, 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

FieldMiniMax-M2.7Qwen3 Embedding 8B
DeveloperMiniMaxQwen
FamilyMinimax M2 7Qwen3 Embedding
ModelMiniMax-M2.7Qwen3 Embedding 8B
VersionMiniMax-M2.7Qwen3 Embedding 8B
Lifecycleactiveactive
Released2026-03-182025-06-03
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextEmbedding
Context window205K33K
Total parameters228.7B8B
Active parametersUnknownUnknown
Licenseotherapache-2.0
Open weightsYesYes
API availableYesYes
Self-hostableYesYes
Provider accessDeepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard)Deepinfra (Standard), Fireworks Ai (Standard)
Capabilitieschat, generation, toolsembeddings, multilingual, retrieval

MiniMax M2.7 Capabilities

chatgenerationtools
Serving providers5
Canonical IDMiniMaxAI/MiniMax-M2.7

Qwen3 Embedding 8B Capabilities

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

Primary Evidence

Sources and Freshness

Questions

MiniMax M2.7 vs Qwen3 Embedding 8B FAQs

Is MiniMax M2.7 or Qwen3 Embedding 8B better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both MiniMax M2.7 and Qwen3 Embedding 8B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, MiniMax M2.7 or Qwen3 Embedding 8B?+

MiniMax M2.7 is $0.25 and Qwen3 Embedding 8B is $0.010 per million tokens, so Qwen3 Embedding 8B is cheaper on this metric. Only MiniMax M2.7 has a directly sourced output price: $1.00 per million tokens.

Which has a larger context window, MiniMax M2.7 or Qwen3 Embedding 8B?+

MiniMax M2.7 has the larger sourced context window. MiniMax M2.7 supports 205K and Qwen3 Embedding 8B supports 33K.

Which performs better in benchmarks, MiniMax M2.7 or Qwen3 Embedding 8B?+

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

Can MiniMax M2.7 or Qwen3 Embedding 8B be self-hosted?+

Both models have the same recorded self-hosting status: supported. MiniMax M2.7 is open weight; Qwen3 Embedding 8B is open weight.

Can MiniMax M2.7 and Qwen3 Embedding 8B understand images?+

MiniMax M2.7 is not documented with image input; Qwen3 Embedding 8B is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, MiniMax M2.7 or Qwen3 Embedding 8B?+

Neither has a larger sourced maximum output. MiniMax M2.7 is — and Qwen3 Embedding 8B is —.

Do MiniMax M2.7 and Qwen3 Embedding 8B support reasoning and tool use?+

MiniMax M2.7: tool calling. Qwen3 Embedding 8B: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, MiniMax M2.7 or Qwen3 Embedding 8B?+

MiniMax M2.7 has 5 sourced provider routes; Qwen3 Embedding 8B has 2, so MiniMax M2.7 has broader tracked availability.

Which offers better value, MiniMax M2.7 or Qwen3 Embedding 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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