Qwen3 Embedding 8B vs Claude Opus 5
At a Glance
| Compare | Claude Opus 5Anthropic | |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v2.5 | UnrankedNot in the 46-model eligible cohort | #3 of 4694.1 score · 3/3 sources · complete |
| CostLower is better · Published-token output estimate | UnrankedNot in the 44-model eligible cohort | #39 of 44$0.371 per LiveBench case |
| EfficiencyHigher is better · MM Efficiency v1.5 | UnrankedNot in the 38-model eligible cohort | #13 of 3857.6 score · 3/3 sources · complete |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.010Deepinfra ↗ · Sep 21, 2026 | $5.00Anthropic ↗ · Sep 3, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $25.00Anthropic ↗ · Sep 3, 2026 |
| Context windowMaximum documented tokens | 33K | 1,000K |
| Model facts checked | Sep 3, 2026View model evidence → | Aug 28, 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
Side-by-Side Facts
| Field | Qwen3 Embedding 8B | Claude Opus 5 |
|---|---|---|
| Developer | Qwen | Anthropic |
| Family | Qwen3 Embedding | Claude 5 |
| Model | Qwen3 Embedding 8B | Claude Opus 5 |
| Version | Qwen3 Embedding 8B | Claude Opus 5 |
| Lifecycle | active | active |
| Released | 2025-06-03 | 2026-07-24 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image |
| Output modalities | Embedding | Text |
| Context window | 33K | 1,000K |
| Total parameters | 8B | Unknown |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard) | Anthropic (Standard), Deepinfra (Standard), Openrouter (Standard) |
| Capabilities | embeddings, multilingual, retrieval | chat, generation, reasoning, tools |
Qwen3 Embedding 8B Capabilities
Claude Opus 5 Capabilities
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
| vs | Claude Opus 4.8Anthropic | cross-developer peers | |
| vs |  GPT-6 AstraOpenAI | cross-developer peers | |
| vs | Claude Fable 5.1Anthropic | cross-developer peers | |
| vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peers | |
| vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peers | |
| vs | Grok 4.6xAI | cross-developer peers | |
| vs |  Qwen3.8-MaxQwen | family variants | |
| vs |  Kimi-K3Moonshot AI | cross-developer peersembedding | |
 MiniMax-M3MiniMax | vs | cross-developer peers | |
| vs |  GLM-5.3Z.ai | cross-developer peers | |
| vs |  Hy4 previewTencent | cross-developer peers | |
| vs | Seed 2.1 ProByteDance Seed | cross-developer peers |
Primary Evidence
Sources and Freshness
Questions
Qwen3 Embedding 8B vs Claude Opus 5 FAQs
Is Qwen3 Embedding 8B or Claude Opus 5 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Embedding 8B and Claude Opus 5, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Qwen3 Embedding 8B or Claude Opus 5?+
Qwen3 Embedding 8B is $0.010 and Claude Opus 5 is $5.00 per million tokens, so Qwen3 Embedding 8B is cheaper on this metric. Only Claude Opus 5 has a directly sourced output price: $25.00 per million tokens.
Which has a larger context window, Qwen3 Embedding 8B or Claude Opus 5?+
Claude Opus 5 has the larger sourced context window. Qwen3 Embedding 8B supports 33K and Claude Opus 5 supports 1,000K.
Which performs better in benchmarks, Qwen3 Embedding 8B or Claude Opus 5?+
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 Claude Opus 5 be self-hosted?+
Qwen3 Embedding 8B is the only model in this pair currently marked as self-hostable. Qwen3 Embedding 8B is open weight; Claude Opus 5 is not marked open weight.
Can Qwen3 Embedding 8B and Claude Opus 5 understand images?+
Qwen3 Embedding 8B is not documented with image input; Claude Opus 5 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Qwen3 Embedding 8B or Claude Opus 5?+
Neither has a larger sourced maximum output. Qwen3 Embedding 8B is — and Claude Opus 5 is 128K.
Do Qwen3 Embedding 8B and Claude Opus 5 support reasoning and tool use?+
Qwen3 Embedding 8B: none of these features are definitively sourced. Claude Opus 5: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Qwen3 Embedding 8B or Claude Opus 5?+
Qwen3 Embedding 8B has 2 sourced provider routes; Claude Opus 5 has 3, so Claude Opus 5 has broader tracked availability.
Which offers better value, Qwen3 Embedding 8B or Claude Opus 5?+
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.