Qwen3 Embedding 8B vs Llama 3.1 8B Instruct
At a Glance
| Compare | ||
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.010Deepinfra ↗ · Sep 21, 2026 | $0.050Openrouter ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $0.080Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 33K | 131K |
| 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 | Llama-3.1-8B-Instruct |
|---|---|---|
| Developer | Qwen | Meta |
| Family | Qwen3 Embedding | Llama 3 1 8b Instruct |
| Model | Qwen3 Embedding 8B | Llama-3.1-8B-Instruct |
| Version | Qwen3 Embedding 8B | Llama-3.1-8B-Instruct |
| Lifecycle | active | active |
| Released | 2025-06-03 | 2024-07-23 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Embedding | Text |
| Context window | 33K | 131K |
| Total parameters | 8B | 8B |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | llama3.1 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard) | Hugging Face (Standard), Openrouter (Standard) |
| Capabilities | embeddings, multilingual, retrieval | chat, generation, tools |
Qwen3 Embedding 8B Capabilities
Llama 3.1 8B Instruct Capabilities
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
| 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 | |
| vs |  Mistral Large 3Mistral AI | cross-developer peers |
Primary Evidence
Sources and Freshness
Questions
Qwen3 Embedding 8B vs Llama 3.1 8B Instruct FAQs
Is Qwen3 Embedding 8B or Llama 3.1 8B Instruct better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Embedding 8B and Llama 3.1 8B Instruct, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
Qwen3 Embedding 8B is $0.010 and Llama 3.1 8B Instruct is $0.050 per million tokens, so Qwen3 Embedding 8B is cheaper on this metric. Only Llama 3.1 8B Instruct has a directly sourced output price: $0.080 per million tokens.
Which has a larger context window, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
Llama 3.1 8B Instruct has the larger sourced context window. Qwen3 Embedding 8B supports 33K and Llama 3.1 8B Instruct supports 131K.
Which performs better in benchmarks, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
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 Llama 3.1 8B Instruct be self-hosted?+
Both models have the same recorded self-hosting status: supported. Qwen3 Embedding 8B is open weight; Llama 3.1 8B Instruct is open weight.
Can Qwen3 Embedding 8B and Llama 3.1 8B Instruct understand images?+
Qwen3 Embedding 8B is not documented with image input; Llama 3.1 8B Instruct is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
Neither has a larger sourced maximum output. Qwen3 Embedding 8B is — and Llama 3.1 8B Instruct is —.
Do Qwen3 Embedding 8B and Llama 3.1 8B Instruct support reasoning and tool use?+
Qwen3 Embedding 8B: none of these features are definitively sourced. Llama 3.1 8B Instruct: tool calling. Feature support does not establish relative quality.
Which is available from more inference providers, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
Qwen3 Embedding 8B has 2 sourced provider routes; Llama 3.1 8B Instruct has 2, a tie.
Which offers better value, Qwen3 Embedding 8B or Llama 3.1 8B Instruct?+
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.