Morph V3 Fast vs Qwen3 Coder Plus
Qwen3 Coder Plus comes out ahead, 37 to 32 on our weighted score, though Morph V3 Fast is 2.2× cheaper per token.
Morph
Morph V3 Fast
32/100- ECI—
- Price$0.80 / $1.20
- Context262K
- Our pick
Alibaba (Qwen)Qwen3 Coder Plus
37/100- ECI—
- Price$1.00 / $5.00
- Context1.05M
Add a model
Make it a three-way comparison.
Qwen3 Coder Plus is our pick
Qwen3 Coder Plus is the better all-round choice, scoring 37/100 against Morph V3 Fast (32). It leads on inputs & features and context window. Morph V3 Fast wins on price. 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 priceMorph V3 FastMorph V3 Fast $0.90 · Qwen3 Coder Plus $2.00 per 1M tokens (3:1 blend)
- Longest contextQwen3 Coder PlusQwen3 Coder Plus 1,048,576 · Morph V3 Fast 262,144 tokens
- Widest inputsSame inputsMorph V3 Fast: Text · Qwen3 Coder Plus: Text
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | Morph V3 Fast | Qwen3 Coder Plus |
|---|---|---|---|
| Price | 50% | 50 | 34 |
| Inputs & features | 30% | 0 | 25 |
| Context window | 20% | 37 | 61 |
| Overall | 100% | 32/100 | 37/100 |
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 | Morph V3 FastMorph | Qwen3 Coder PlusAlibaba (Qwen) |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.80 (best) | $1.00 |
| Output | $1.20 (best) | $5.00 |
| Cached input | — | — |
| Blended (3:1) | $0.90 (best) | $2.00 |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 5 providers | Official Alibaba API |
| Limits | ||
| Context window | 262,144 tokens | 1,048,576 tokens (best) |
| Max output | 131,072 tokens (best) | 65,536 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | No |
| Tool calling | No | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | — | qwen3-coder-plus |
| API providers | 5 | 5 |
| Released | Jul 7, 2025 | Jul 23, 2025 |
| Knowledge cutoff | — | Apr 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Morph V3 Fast$10.40
- Qwen3 Coder Plus$20.00
Which should you choose?
Which is better: Morph V3 Fast or Qwen3 Coder Plus?
Qwen3 Coder Plus is the better all-round choice, scoring 37/100 against Morph V3 Fast (32). It leads on inputs & features and context window. Morph V3 Fast wins on price. 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, Morph V3 Fast or Qwen3 Coder Plus?
Morph V3 Fast is cheaper at $0.80 input / $1.20 output per million tokens (median across 5 API providers). Qwen3 Coder Plus costs $1.00 input / $5.00 output per million tokens (official Alibaba API price). At a typical mix of three input tokens to one output token, that is $0.90 per million tokens for Morph V3 Fast versus $2.00 for Qwen3 Coder Plus (2.2× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Morph V3 Fast has not been scored yet and Qwen3 Coder Plus has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Morph V3 Fast and Qwen3 Coder Plus yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Note that Morph V3 Fast does not support tool calling, which most coding agents need.
Which has the bigger context window?
Qwen3 Coder Plus has the largest context window at 1,048,576 tokens, against 262,144 for Morph V3 Fast. Maximum output per response: Morph V3 Fast up to 131,072, Qwen3 Coder Plus up to 65,536 tokens.
Which can read images, PDFs, audio or video?
Morph V3 Fast accepts text; Qwen3 Coder Plus accepts text. They handle the same number of input types.
Are any of these open source?
No. Morph V3 Fast and Qwen3 Coder Plus are proprietary and only available through APIs and apps.
Which is newer?
Qwen3 Coder Plus is the newest, released Jul 23, 2025. Morph V3 Fast came out Jul 7, 2025. Knowledge cutoff: Qwen3 Coder Plus Apr 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.
