Qwen3.8 27B (batch)
qwen/qwen3.8-27b:batchQwen3.8 27B is an open-weight dense vision-language model from Qwen.
Standard pricing
Run this model at its standard rate. Cheap mode currently has no separate discount.
API routing ceilings, including your 5% Free-plan fee. Included usage applies first, then prepaid credits. Cached tokens and tools can have separate charges.
Other models with discounted rates
See all discounts →These are different models. Cheap mode may be slower; discounts compare each model’s own standard rate.
Choose how to use Qwen3.8 27B (batch)
Playground
Try prompts in your browser, create an agent, and see the cost of each reply. Your selected model carries into setup.
Model capabilities below describe the underlying model. Available playground features depend on its provider.
API
Connect your app with a Gizmo API key. Choose fastest or cheapest, stream text responses, and inspect timing, tokens, and charges in request logs.
A current API route is listed for this exact model. Gateway configuration is required for live calls.
Provider price + a transparent platform fee
| Rate | Provider baseline | Free plan · 5% fee | Paid plan · 4% fee |
|---|---|---|---|
| Input / 1M tokens | $0.16 | $0.168 | $0.1664 |
| Output / 1M tokens | $2 | $2.1 | $2.08 |
| API input / 1M tokens | $0.16 | $0.168 | $0.1664 |
| API output / 1M tokens | $2 | $2.1 | $2.08 |
Legacy chat image rates use the catalog baseline. The dedicated image playground shows separate estimates and settles the provider’s metered usage. API rates are current routing ceilings; final API charges use provider-reported cost plus your fee. Cheapest routing compares eligible OpenRouter and Cheaper Inference rates for the same model; savings are not guaranteed. Cached input or other provider charges may differ. Compare all model rates and verified discounts →
How your plan pays for usage
API and playground share one included allowance. Usage including the fee draws from that allowance first, then your prepaid credits. Plans bill monthly; included usage resets weekly: Free $1, Starter $5, Growth $25, Scale $50.
A $1 provider charge becomes $1.05 on Free or $1.04 on a paid plan before included usage is applied. Plan eligibility still applies in the playground.
Free models and limits
Zero-cost models stay $0, including the fee, and do not consume your dollar allowance. Free accounts can make 1,000 free-model API requests per calendar month, resetting in UTC. Admitted requests count even if the provider fails.
Free includes 20 API requests/minute and 6 playground messages/minute. Paid plans raise these limits. See plan limits.
Before a text API request, Gizmo temporarily reserves included usage and, if necessary, prepaid credit for the model’s full context plus your maximum output. Image jobs reserve twice their displayed estimate. Unused funds return after metering. This hold can exceed the final charge; unconfirmed usage remains marked pending.
Overview
Qwen3.8 27B is an open-weight dense vision-language model from Qwen. It is suited for coding, professional workflows, research, multimodal interaction, and long-running agent tasks, with flexible thinking that can be...
Benchmarks
Artificial Analysis indices independent, 0–100
VL Performance from the model card
| Qwen3.8-27B | Qwen3.6-27B | Qwen3.7-Plus | Muse Glimmer-30B | Opus4.6 Max | |
|---|---|---|---|---|---|
| Agentic Multimodal Intelligence | |||||
| Computer useOSWorld-Verified | 84.3 | 63.9 | 73.3 | 65.9 | 72.7 |
| Browser useWebArena-Verified | 64.8 | 48.8 | 55.3 | -- | -- |
| Mobile useAndroidWorld | 81.9 | 70.3 | 81.0 | -- | 62.0 |
| Application recreationRecreationBench | 47.1 | 29.8 | 30.2 | -- | -- |
| Multimodal tool useClawEval-MM | [email protected] | [email protected] | [email protected] | -- | [email protected] |
| Multimodal software engineeringSWE-MM | 38.6 | 25.7 | 30.0 | -- | 27.1 |
| Visual web developmentVision2Web | 62.9 | 45.0 | 42.1 | -- | -- |
| General Multimodal Intelligence | |||||
| Visual math problem solvingMathVision | Without CI90.0With CI94.6 | Without CI85.1 | Without CI90.3 | -- | Without CI65.5 |
| General visual reasoningBabyVision | Without CI65.7With CI85.6 | Without CI28.9 | Without CI64.7With CI70.4 | -- | Without CI12.6 |
| Scientific chart analysisCharXiv (RQ) | Without CI83.7With CI90.2 | Without CI78.4 | Without CI85.8With CI85.9 | 78.8 | Without CI66.0 |
| Document intelligenceOmniDocBench 1.5 | 91.1 | 89.4 | 91.4 | 75.8 | 86.6 |
| Real-world perceptionRealWorldQA | 85.9 | 84.1 | 86.9 | -- | 73.9 |
| Embodied intelligenceERQA | 65.5 | 62.5 | 69.8 | -- | 40.8 |
Capabilities
Reasoning is on by default with effort levels xhigh · medium · low · none (default xhigh).
Sampling controls: temperature, top_p, top_k, min_p, max_tokens, frequency_penalty, presence_penalty, repetition_penalty. Defaults: top_k 20, top_p 0.95, temperature 1.
Pricing on Gizmo
These are provider baseline rates before Gizmo’s 5% Free-plan or 4% paid-plan fee. Your included usage covers charges first; overage uses prepaid credits. See the fee-inclusive comparison above.
Provider baseline rates
- Input
- $0.16 / 1M
- Cached input
- $0.04 / 1M
- Output
- $2 / 1M
Examples before the platform fee
- Typical chat turn
- $0.0013 2k in · 500 out
- $1 of input
- ≈ 6.25M tokens
- $1 of output
- ≈ 500k tokens
- Full context, once
- $0.0419
Providers and pricing
One way to run Qwen3.8 27B (batch) on Gizmo.
| Provider | Route | Input / 1M | Output / 1M | Context | Uptime 24h |
|---|---|---|---|---|---|
| DeepInfra · bf16Lowest price | OpenRouter | $0.16 | $2.00 | 262k | — |
Rates are each provider’s, per million tokens, before Gizmo’s 5% (Free) or 4% (paid) fee. “Cheapest” routing starts at the top of this list; “Fastest” starts with the model’s maker.
More from Qwen
Qwen3.8 Max (0902)Qwen · 1M ctx$2 · $6Qwen3.8 27BQwen · 1.02M ctx$0.15 · $1.88Qwen3.8 2.4T A95BQwen · 1.05M ctx$2 · $6Qwen3.7 FlashQwen · 1M ctx$0.03 · $0.13Qwen3.7 PlusQwen · 1M ctx$0.32 · $1.28Qwen3.7 Plus (batch)Qwen · 262k ctx$0.23 · $0.92Qwen3.7 MaxQwen · 1M ctx$1.48 · $4.42Qwen3.6 35B A3BQwen · 262k ctx$0.1 · $0.9Similar price, other creators
Run Qwen3.8 27B (batch) in under a minute
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