Qwen3 Reranker 8B vs Gemma 4 12B
At a Glance
| Compare |  Gemma 4 12BGoogle DeepMind | |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | 33K | 262K |
| Model facts checked | Sep 3, 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 →
Available Benchmarks
Side-by-Side Facts
| Field | Qwen3 Reranker 8B | Gemma 4 12B |
|---|---|---|
| Developer | Qwen | Google DeepMind |
| Family | Qwen3 Reranker | Gemma 4 |
| Model | Qwen3 Reranker 8B | Gemma 4 12B |
| Version | Qwen3 Reranker 8B | Gemma 4 12B |
| Lifecycle | active | active |
| Released | 2025-05-29 | 2026-05-23 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio |
| Output modalities | Unknown | Text |
| Context window | 33K | 262K |
| Total parameters | 8B | 12B |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Fireworks Ai (Standard) | Together Ai (Standard) |
| Capabilities | multilingual, reranking, retrieval | chat, generation, reasoning, structured_outputs, tools |
Qwen3 Reranker 8B Capabilities
Gemma 4 12B Capabilities
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Primary Evidence
Sources and Freshness
Questions
Qwen3 Reranker 8B vs Gemma 4 12B FAQs
Is Qwen3 Reranker 8B or Gemma 4 12B better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Reranker 8B and Gemma 4 12B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Qwen3 Reranker 8B or Gemma 4 12B?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, Qwen3 Reranker 8B or Gemma 4 12B?+
Gemma 4 12B has the larger sourced context window. Qwen3 Reranker 8B supports 33K and Gemma 4 12B supports 262K.
Which performs better in benchmarks, Qwen3 Reranker 8B or Gemma 4 12B?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Qwen3 Reranker 8B or Gemma 4 12B be self-hosted?+
Both models have the same recorded self-hosting status: supported. Qwen3 Reranker 8B is open weight; Gemma 4 12B is open weight.
Can Qwen3 Reranker 8B and Gemma 4 12B understand images?+
Qwen3 Reranker 8B is not documented with image input; Gemma 4 12B is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Qwen3 Reranker 8B or Gemma 4 12B?+
Neither has a larger sourced maximum output. Qwen3 Reranker 8B is — and Gemma 4 12B is —.
Do Qwen3 Reranker 8B and Gemma 4 12B support reasoning and tool use?+
Qwen3 Reranker 8B: none of these features are definitively sourced. Gemma 4 12B: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Qwen3 Reranker 8B or Gemma 4 12B?+
Qwen3 Reranker 8B has 1 sourced provider route; Gemma 4 12B has 1, a tie.
Which offers better value, Qwen3 Reranker 8B or Gemma 4 12B?+
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.