Qwen3-VL Plus vs Aion-RP 1.0 (8B)
Qwen3-VL Plus comes out ahead, 58 to 24 on our weighted score, and it is the cheaper option too.
- Our pick
Alibaba (Qwen)Qwen3-VL Plus
58/100- ECI—
- Price$0.20 / $1.60
- Context262K
Aion Labs
Aion-RP 1.0 (8B)
24/100- ECI—
- Price$0.80 / $1.60
- Context33K
Add a model
Make it a three-way comparison.
Qwen3-VL Plus is our pick
Qwen3-VL Plus is the better all-round choice, scoring 58/100 against Aion-RP 1.0 (8B) (24). It leads on price, 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 priceQwen3-VL PlusQwen3-VL Plus $0.55 · Aion-RP 1.0 (8B) $1.00 per 1M tokens (3:1 blend)
- Longest contextQwen3-VL PlusQwen3-VL Plus 262,144 · Aion-RP 1.0 (8B) 32,768 tokens
- Widest inputsQwen3-VL PlusQwen3-VL Plus: Text, Images · Aion-RP 1.0 (8B): Text
- Self-hostingAion-RP 1.0 (8B)Publishes downloadable weights
| Measure | Weight | Qwen3-VL Plus | Aion-RP 1.0 (8B) |
|---|---|---|---|
| Price | 50% | 60 | 48 |
| Inputs & features | 30% | 70 | 0 |
| Context window | 20% | 37 | 0 |
| Overall | 100% | 58/100 | 24/100 |
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 PlusAlibaba (Qwen) | Aion-RP 1.0 (8B)Aion Labs |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.20 (best) | $0.80 |
| Output | $1.60 | $1.60 |
| Cached input | $0.04 | — |
| Blended (3:1) | $0.55 (best) | $1.00 |
| Long-context rate | Over 32K: $0.30 / $2.40 | Same rate |
| Price source | Official Alibaba API | Median of 4 providers |
| Limits | ||
| Context window | 262,144 tokens (best) | 32,768 tokens |
| Max output | 32,768 tokens (best) | 29,491 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yes | No |
| Tool calling | Yes | No |
| Structured output | Yes | No |
| Availability | ||
| Weights | Proprietary | Open |
| API model ID | qwen3-vl-plus | — |
| API providers | 6 (best) | 4 |
| Released | Sep 23, 2025 | Feb 4, 2025 |
| Knowledge cutoff | Apr 2025 | Dec 31, 2023 |
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 Plus$5.20
- Aion-RP 1.0 (8B)$11.20
Which should you choose?
Which is better: Qwen3-VL Plus or Aion-RP 1.0 (8B)?
Qwen3-VL Plus is the better all-round choice, scoring 58/100 against Aion-RP 1.0 (8B) (24). It leads on price, 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 Plus or Aion-RP 1.0 (8B)?
Qwen3-VL Plus is cheaper at $0.20 input / $1.60 output per million tokens (official Alibaba API price). Aion-RP 1.0 (8B) costs $0.80 input / $1.60 output per million tokens (median across 4 API providers). At a typical mix of three input tokens to one output token, that is $0.55 per million tokens for Qwen3-VL Plus versus $1.00 for Aion-RP 1.0 (8B) (1.8× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Qwen3-VL Plus has not been scored yet and Aion-RP 1.0 (8B) has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Qwen3-VL Plus and Aion-RP 1.0 (8B) yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Aion-RP 1.0 (8B) does not support tool calling, which most coding agents need.
Which has the bigger context window?
Qwen3-VL Plus has the largest context window at 262,144 tokens, against 32,768 for Aion-RP 1.0 (8B). Maximum output per response: Qwen3-VL Plus up to 32,768, Aion-RP 1.0 (8B) up to 29,491 tokens.
Which can read images, PDFs, audio or video?
Qwen3-VL Plus accepts text and images; Aion-RP 1.0 (8B) accepts text. Qwen3-VL Plus handles the widest range of inputs.
Are any of these open source?
Aion-RP 1.0 (8B) publishes its weights and can be self-hosted; Qwen3-VL Plus is proprietary.
Which is newer?
Qwen3-VL Plus is the newest, released Sep 23, 2025. Aion-RP 1.0 (8B) came out Feb 4, 2025. Knowledge cutoff: Qwen3-VL Plus Apr 2025, Aion-RP 1.0 (8B) Dec 31, 2023.
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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