Morph V3 Large vs Palmyra X5 vs Qwen3 Coder Plus
Palmyra X5 comes out ahead, 47 to 37 and 30 on our weighted score, though Morph V3 Large is 41% cheaper per token.
Morph
Morph V3 Large
30/100- ECI—
- Price$0.90 / $1.90
- Context262K
- Our pick
Writer
Palmyra X5
47/100- ECI—
- Price$0.60 / $6.00
- Context1M
Alibaba (Qwen)Qwen3 Coder Plus
37/100- ECI—
- Price$1.00 / $5.00
- Context1.05M
Palmyra X5 is our pick
Palmyra X5 is the better all-round choice, scoring 47/100 against Qwen3 Coder Plus (37) and Morph V3 Large (30). It leads on inputs & features. Morph V3 Large 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 LargeMorph V3 Large $1.15 · Palmyra X5 $1.95 · Qwen3 Coder Plus $2.00 per 1M tokens (3:1 blend)
- Longest contextQwen3 Coder PlusQwen3 Coder Plus 1,048,576 · Palmyra X5 1,000,000 · Morph V3 Large 262,144 tokens
- Widest inputsPalmyra X5Morph V3 Large: Text · Palmyra X5: Text, Images · Qwen3 Coder Plus: Text
- Self-hostingNo open weightsAll three are available only through APIs
| Measure | Weight | Morph V3 Large | Palmyra X5 | Qwen3 Coder Plus |
|---|---|---|---|---|
| Price | 50% | 45 | 35 | 34 |
| Inputs & features | 30% | 0 | 60 | 25 |
| Context window | 20% | 37 | 60 | 61 |
| Overall | 100% | 30/100 | 47/100 | 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 LargeMorph | Palmyra X5Writer | Qwen3 Coder PlusAlibaba (Qwen) |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $0.90 | $0.60 (best) | $1.00 |
| Output | $1.90 (best) | $6.00 | $5.00 |
| Cached input | — | — | — |
| Blended (3:1) | $1.15 (best) | $1.95 | $2.00 |
| Long-context rate | Same rate | Same rate | Same rate |
| Price source | Median of 5 providers | Median of 4 providers | Official Alibaba API |
| Limits | |||
| Context window | 262,144 tokens | 1,000,000 tokens | 1,048,576 tokens (best) |
| Max output | 131,072 tokens (best) | 8,192 tokens | 65,536 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | No | Yes | No |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | No | No | No |
| Reasoning | No | Yes | No |
| Tool calling | No | Yes | Yes |
| Structured output | No | No | No |
| Availability | |||
| Weights | Proprietary | Proprietary | Proprietary |
| API model ID | — | — | qwen3-coder-plus |
| API providers | 5 (best) | 4 | 5 (best) |
| Released | Jul 7, 2025 | Apr 28, 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 Large$12.80
- Palmyra X5$18.00
- Qwen3 Coder Plus$20.00
Which should you choose?
Which is better: Morph V3 Large, Palmyra X5 or Qwen3 Coder Plus?
Palmyra X5 is the better all-round choice, scoring 47/100 against Qwen3 Coder Plus (37) and Morph V3 Large (30). It leads on inputs & features. Morph V3 Large 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 Large, Palmyra X5 or Qwen3 Coder Plus?
Morph V3 Large is cheaper at $0.90 input / $1.90 output per million tokens (median across 5 API providers). Palmyra X5 costs $0.60 input / $6.00 output per million tokens (median across 4 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 $1.15 per million tokens for Morph V3 Large versus $1.95 for Palmyra X5 (1.7× as much) and $2.00 for Qwen3 Coder Plus (1.7× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Morph V3 Large has not been scored yet, Palmyra X5 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 Large, Palmyra X5 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 Large 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 1,000,000 for Palmyra X5 and 262,144 for Morph V3 Large. Maximum output per response: Morph V3 Large up to 131,072, Palmyra X5 up to 8,192, Qwen3 Coder Plus up to 65,536 tokens.
Which can read images, PDFs, audio or video?
Morph V3 Large accepts text; Palmyra X5 accepts text and images; Qwen3 Coder Plus accepts text. Palmyra X5 handles the widest range of inputs.
Are any of these open source?
No. Morph V3 Large, Palmyra X5 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 Large came out Jul 7, 2025; Palmyra X5 came out Apr 28, 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.
