Qwen3 VL Flash (Alibaba Cloud) vs Granite-4.0-H-Micro
Qwen3 VL Flash (Alibaba Cloud) comes out ahead, 72 to 62 on our weighted score, though Granite-4.0-H-Micro is 40% cheaper per token.
- Our pick
Alibaba (Qwen)Qwen3 VL Flash (Alibaba Cloud)
72/100- ECI—
- Price$0.022 / $0.215
- Context262K
IBMGranite-4.0-H-Micro
62/100- ECI—
- Price$0.018 / $0.115
- Context131K
Add a model
Make it a three-way comparison.
Qwen3 VL Flash (Alibaba Cloud) is our pick
Qwen3 VL Flash (Alibaba Cloud) is the better all-round choice, scoring 72/100 against Granite-4.0-H-Micro (62). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceGranite-4.0-H-MicroGranite-4.0-H-Micro $0.042 · Qwen3 VL Flash (Alibaba Cloud) $0.07 per 1M tokens (3:1 blend)
- Longest contextQwen3 VL Flash (Alibaba Cloud)Qwen3 VL Flash (Alibaba Cloud) 262,144 · Granite-4.0-H-Micro 131,072 tokens
- Widest inputsQwen3 VL Flash (Alibaba Cloud)Qwen3 VL Flash (Alibaba Cloud): Text, Images · Granite-4.0-H-Micro: Text
- Self-hostingGranite-4.0-H-MicroPublishes downloadable weights
| Measure | Weight | Qwen3 VL Flash (Alibaba Cloud) | Granite-4.0-H-Micro |
|---|---|---|---|
| Price | 50% | 100 | 100 |
| Inputs & features | 30% | 50 | 25 |
| Context window | 20% | 37 | 25 |
| Overall | 100% | 72/100 | 62/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Qwen3 VL Flash (Alibaba Cloud)Alibaba (Qwen) | Granite-4.0-H-MicroIBM |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.022 | $0.018 (best) |
| Output | $0.215 | $0.115 (best) |
| Cached input | — | — |
| Blended (3:1) | $0.07 | $0.042 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 1 providers | Median of 2 providers |
| Limits | ||
| Context window | 262,144 tokens (best) | 131,072 tokens |
| Max output | 32,768 tokens | 131,072 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | No |
| Tool calling | Yes | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | Proprietary | Open |
| API model ID | — | — |
| API providers | 1 | 2 (best) |
| Released | Oct 15, 2025 | Oct 2, 2025 |
| Knowledge cutoff | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Qwen3 VL Flash (Alibaba Cloud)$0.65
- Granite-4.0-H-Micro$0.405
Which should you choose?
Which is better: Qwen3 VL Flash (Alibaba Cloud) or Granite-4.0-H-Micro?
Qwen3 VL Flash (Alibaba Cloud) is the better all-round choice, scoring 72/100 against Granite-4.0-H-Micro (62). It leads on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Qwen3 VL Flash (Alibaba Cloud) or Granite-4.0-H-Micro?
Granite-4.0-H-Micro is cheaper at $0.018 input / $0.115 output per million tokens (median across 2 API providers). Qwen3 VL Flash (Alibaba Cloud) costs $0.022 input / $0.215 output per million tokens (median across 1 API provider). At a typical mix of three input tokens to one output token, that is $0.042 per million tokens for Granite-4.0-H-Micro versus $0.07 for Qwen3 VL Flash (Alibaba Cloud) (1.7× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Qwen3 VL Flash (Alibaba Cloud) has not been scored yet and Granite-4.0-H-Micro has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Qwen3 VL Flash (Alibaba Cloud) and Granite-4.0-H-Micro yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
Qwen3 VL Flash (Alibaba Cloud) has the largest context window at 262,144 tokens, against 131,072 for Granite-4.0-H-Micro. Maximum output per response: Qwen3 VL Flash (Alibaba Cloud) up to 32,768, Granite-4.0-H-Micro up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Qwen3 VL Flash (Alibaba Cloud) accepts text and images; Granite-4.0-H-Micro accepts text. Qwen3 VL Flash (Alibaba Cloud) handles the widest range of inputs.
Are any of these open source?
Granite-4.0-H-Micro publishes its weights and can be self-hosted; Qwen3 VL Flash (Alibaba Cloud) is proprietary.
Which is newer?
Qwen3 VL Flash (Alibaba Cloud) is the newest, released Oct 15, 2025. Granite-4.0-H-Micro came out Oct 2, 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Nov 2, 2026.
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