
Qwen3.5-27B
qwen/qwen3.5-27bThe Qwen3.5 27B native vision-language Dense model incorporates a linear attention mechanism, delivering fast response times while balancing inference speed and performance.
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 Qwen3.5-27B
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 | $0.26 | $0.273 | $0.2704 |
| Output / 1M tokens | $2.6 | $2.73 | $2.704 |
| API input / 1M tokens | $0.26 | $0.273 | $0.2704 |
| API output / 1M tokens | $2.6 | $2.73 | $2.704 |
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
The Qwen3.5 27B native vision-language Dense model incorporates a linear attention mechanism, delivering fast response times while balancing inference speed and performance. Its overall capabilities are comparable to those of the Qwen3.5-122B-A10B.
Benchmarks
Language from the model card
| GPT-5-mini 2025-08-07 | GPT-OSS-120B | Qwen3-235B-A22B | Qwen3.5-122B-A10B | Qwen3.5-27B | Qwen3.5-35B-A3B | |
|---|---|---|---|---|---|---|
| Knowledge | ||||||
| MMLU-Pro | 83.7 | 80.8 | 84.4 | 86.7 | 86.1 | 85.3 |
| MMLU-Redux | 93.7 | 91.0 | 93.8 | 94.0 | 93.2 | 93.3 |
| C-Eval | 82.2 | 76.2 | 92.1 | 91.9 | 90.5 | 90.2 |
| SuperGPQA | 58.6 | 54.6 | 64.9 | 67.1 | 65.6 | 63.4 |
| Instruction Following | ||||||
| IFEval | 93.9 | 88.9 | 87.8 | 93.4 | 95.0 | 91.9 |
| IFBench | 75.4 | 69.0 | 51.7 | 76.1 | 76.5 | 70.2 |
| MultiChallenge | 59.0 | 45.3 | 50.2 | 61.5 | 60.8 | 60.0 |
| Long Context | ||||||
| AA-LCR | 68.0 | 50.7 | 60.0 | 66.9 | 66.1 | 58.5 |
| LongBench v2 | 56.8 | 48.2 | 54.8 | 60.2 | 60.6 | 59.0 |
| STEM & Reasoning | ||||||
| HLE w/ CoT | 19.4 | 14.9 | 18.2 | 25.3 | 24.3 | 22.4 |
| GPQA Diamond | 82.8 | 80.1 | 81.1 | 86.6 | 85.5 | 84.2 |
| HMMT Feb 25 | 89.2 | 90.0 | 85.1 | 91.4 | 92.0 | 89.0 |
| HMMT Nov 25 | 84.2 | 90.0 | 89.5 | 90.3 | 89.8 | 89.2 |
| Coding | ||||||
| SWE-bench Verified | 72.0 | 62.0 | -- | 72.0 | 72.4 | 69.2 |
| Terminal Bench 2 | 31.9 | 18.7 | -- | 49.4 | 41.6 | 40.5 |
| LiveCodeBench v6 | 80.5 | 82.7 | 75.1 | 78.9 | 80.7 | 74.6 |
| CodeForces | 2160 | 2157 | 2146 | 2100 | 1899 | 2028 |
| OJBench | 40.4 | 41.5 | 32.7 | 39.5 | 40.1 | 36.0 |
| FullStackBench en | 30.6 | 58.9 | 61.1 | 62.6 | 60.1 | 58.1 |
Vision Language from the model card
| GPT-5-mini 2025-08-07 | Claude-Sonnet-4.5 | Qwen3-VL-235B-A22B | Qwen3.5-122B-A10B | Qwen3.5-27B | Qwen3.5-35B-A3B | |
|---|---|---|---|---|---|---|
| STEM and Puzzle | ||||||
| MMMU | 79.0 | 79.6 | 80.6 | 83.9 | 82.3 | 81.4 |
| MMMU-Pro | 67.3 | 68.4 | 69.3 | 76.9 | 75.0 | 75.1 |
| MathVision | 71.9 | 71.1 | 74.6 | 86.2 | 86.0 | 83.9 |
| Mathvista(mini) | 79.1 | 79.8 | 85.8 | 87.4 | 87.8 | 86.2 |
| DynaMath | 81.4 | 78.8 | 82.8 | 85.9 | 87.7 | 85.0 |
| ZEROBench | 3 | 4 | 4 | 9 | 10 | 8 |
| ZEROBench_sub | 27.3 | 26.3 | 28.4 | 36.2 | 36.2 | 34.1 |
| VlmsAreBlind | 75.8 | 85.5 | 79.5 | 96.7 | 96.9 | 97.0 |
| BabyVision | 20.9 | 18.6 | 22.2 | 40.2 / 34.5 | 44.6 / 34.8 | 38.4 / 29.6 |
| General VQA | ||||||
| RealWorldQA | 79.0 | 70.3 | 81.3 | 85.1 | 83.7 | 84.1 |
| MMStar | 74.1 | 73.8 | 78.7 | 82.9 | 81.0 | 81.9 |
| MMBenchEN-DEV-v1.1 | 86.8 | 88.3 | 89.7 | 92.8 | 92.6 | 91.5 |
| SimpleVQA | 56.8 | 57.6 | 61.3 | 61.7 | 56.0 | 58.3 |
| HallusionBench | 63.2 | 59.9 | 66.7 | 67.6 | 70.0 | 67.9 |
| Text Recognition and Document Understanding | ||||||
| OmniDocBench1.5 | 77.0 | 85.8 | 84.5 | 89.8 | 88.9 | 89.3 |
| CharXiv(RQ) | 68.6 | 67.2 | 66.1 | 77.2 | 79.5 | 77.5 |
| MMLongBench-Doc | 50.3 | -- | 56.2 | 59.0 | 60.2 | 59.5 |
| CC-OCR | 70.8 | 68.1 | 81.5 | 81.8 | 81.0 | 80.7 |
| AI2D_TEST | 88.2 | 87.0 | 89.2 | 93.3 | 92.9 | 92.6 |
| OCRBench | 82.1 | 76.6 | 87.5 | 92.1 | 89.4 | 91.0 |
| Spatial Intelligence | ||||||
Capabilities
Reasoning is available.
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 0.6, presence_penalty null, frequency_penalty null, repetition_penalty null.
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
- $0.26 / 1M
- Output
- $2.60 / 1M
Examples before the platform fee
- Typical chat turn
- $0.0018 2k in · 500 out
- $1 of input
- ≈ 3.85M tokens
- $1 of output
- ≈ 385k tokens
- Full context, once
- $0.0682
Providers and pricing
One way to run Qwen3.5-27B on Gizmo.
| Provider | Route | Input / 1M | Output / 1M | Context | Uptime 24h |
|---|---|---|---|---|---|
| DeepInfra · fp8Lowest price | OpenRouter | $0.26 | $2.60 | 262k | 100% |
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.
Run Qwen3.5-27B in under a minute
Create your account
Sign up with just an email. Start on the free tier with no card, or pick a paid plan for a bigger weekly allowance and $25 in bonus credits.
Your agent is ready
Qwen3.5-27B is preselected as the brain of your first agent. Give it a name and a system prompt, or keep the defaults.
Chat, research, create
Live web research and image generation are built in. Every reply shows what it cost, and you can switch models anytime.


