Palmyra X4 vs QVQ Max vs Command R+
QVQ Max comes out ahead, 40 to 25 and 22 on our weighted score, and it is the cheaper option too.
Writer
Palmyra X4
25/100- ECI—
- Price$2.50 / $10.00
- Context128K
- Our pick
Alibaba (Qwen)QVQ Max
40/100- ECI—
- Price$1.20 / $4.80
- Context131K
CohereCommand R+
22/100- ECI—
- Price$2.50 / $10.00
- Context128K
QVQ Max is our pick
QVQ Max is the better all-round choice, scoring 40/100 against Palmyra X4 (25) and Command R+ (22). It leads on price and inputs & features. 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 priceQVQ MaxQVQ Max $2.10 · Palmyra X4 $4.38 · Command R+ $4.38 per 1M tokens (3:1 blend)
- Longest contextQVQ MaxQVQ Max 131,072 · Palmyra X4 128,000 · Command R+ 128,000 tokens
- Widest inputsQVQ MaxPalmyra X4: Text · QVQ Max: Text, Images · Command R+: Text
- Self-hostingCommand R+Publishes downloadable weights
| Measure | Weight | Palmyra X4 | QVQ Max | Command R+ |
|---|---|---|---|---|
| Price | 50% | 19 | 35 | 19 |
| Inputs & features | 30% | 35 | 60 | 25 |
| Context window | 20% | 24 | 24 | 24 |
| Overall | 100% | 25/100 | 40/100 | 22/100 |
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 | Palmyra X4Writer | QVQ MaxAlibaba (Qwen) | Command R+Cohere |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $2.50 | $1.20 (best) | $2.50 |
| Output | $10.00 | $4.80 (best) | $10.00 |
| Cached input | — | — | — |
| Blended (3:1) | $4.38 | $2.10 (best) | $4.38 |
| Long-context rate | Same rate | Same rate | Same rate |
| Price source | Median of 1 providers | Official Alibaba API | Official Cohere API |
| Limits | |||
| Context window | 128,000 tokens | 131,072 tokens (best) | 128,000 tokens |
| Max output | 4,096 tokens | 8,192 tokens (best) | 4,000 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 | Yes | Yes | No |
| Tool calling | Yes | Yes | Yes |
| Structured output | No | No | No |
| Availability | |||
| Weights | Proprietary | Proprietary | Open |
| API model ID | — | qvq-max | command-r-plus-08-2024 |
| API providers | 1 | 1 | 7 (best) |
| Released | Oct 9, 2024 | Mar 25, 2025 | Aug 30, 2024 |
| Knowledge cutoff | — | Apr 2024 | Jun 1, 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Palmyra X4$45.00
- QVQ Max$21.60
- Command R+$45.00
Which should you choose?
Which is better: Palmyra X4, QVQ Max or Command R+?
QVQ Max is the better all-round choice, scoring 40/100 against Palmyra X4 (25) and Command R+ (22). It leads on price and inputs & features. 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, Palmyra X4, QVQ Max or Command R+?
QVQ Max is cheaper at $1.20 input / $4.80 output per million tokens (official Alibaba API price). Palmyra X4 costs $2.50 input / $10.00 output per million tokens (median across 1 API provider); Command R+ costs $2.50 input / $10.00 output per million tokens (official Cohere API price). At a typical mix of three input tokens to one output token, that is $2.10 per million tokens for QVQ Max versus $4.38 for Palmyra X4 (2.1× as much) and $4.38 for Command R+ (2.1× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Palmyra X4 has not been scored yet, QVQ Max has not been scored yet and Command R+ has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Palmyra X4, QVQ Max and Command R+ yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.
Which has the bigger context window?
QVQ Max has the largest context window at 131,072 tokens, against 128,000 for Palmyra X4 and 128,000 for Command R+. Maximum output per response: Palmyra X4 up to 4,096, QVQ Max up to 8,192, Command R+ up to 4,000 tokens.
Which can read images, PDFs, audio or video?
Palmyra X4 accepts text; QVQ Max accepts text and images; Command R+ accepts text. QVQ Max handles the widest range of inputs.
Are any of these open source?
Command R+ publishes its weights and can be self-hosted; Palmyra X4 and QVQ Max is proprietary.
Which is newer?
QVQ Max is the newest, released Mar 25, 2025. Palmyra X4 came out Oct 9, 2024; Command R+ came out Aug 30, 2024. Knowledge cutoff: QVQ Max Apr 2024, Command R+ Jun 1, 2024.
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 Oct 4, 2026.
