Head-to-head · multimodal vs multimodal

Command A Pro vs ERNIE 4.5 Reasoning: which model should you choose?

We compared Command A Pro and ERNIE 4.5 Reasoning on price, context window and 12 benchmarks. Command A Pro has the stronger average benchmark score; Command A Pro is cheaper on a blended 3:1 basis.

Cohere

Command A Pro

Command A Pro is a multimodal model from Cohere. It offers a 200,000-token context window, costs $14.28 per million input tokens and $68.05 per million output tokens, and averages 81.3 across the index's benchmark suite.

Input
$14.28 / 1M
Output
$68.05 / 1M
Context
200,000
Avg score
81.3
Open weights
No
Full Command A Pro page
Baidu

ERNIE 4.5 Reasoning

ERNIE 4.5 Reasoning is a multimodal model from Baidu. It offers a 1,000,000-token context window, costs $14.36 per million input tokens and $78.75 per million output tokens, and averages 79.8 across the index's benchmark suite.

Input
$14.36 / 1M
Output
$78.75 / 1M
Context
1,000,000
Avg score
79.8
Open weights
No
Full ERNIE 4.5 Reasoning page

Specification comparison

SpecCommand A ProERNIE 4.5 ReasoningEdge
Input price / 1M$14.28$14.36A
Output price / 1M$68.05$78.75A
Context window200,0001,000,000B
Max output16,3848,192A
Average score81.379.8A
Arena Elo1434.61421.5A
Open weightsNoNoTie

Benchmark comparison

Command A Pro wins 12, ERNIE 4.5 Reasoning wins 0, and 0 benchmarks are tied. The table shows the modelled score for each model and the gap.

BenchmarkCommand A ProERNIE 4.5 ReasoningGapWinner
MMLU-Pro81.380.60.7Command A Pro
GPQA Diamond79.175.73.4Command A Pro
SWE-bench Verified71.269.81.4Command A Pro
HumanEval87.585.02.5Command A Pro
MATH-50083.182.50.6Command A Pro
AIME 202578.278.10.1Command A Pro
LiveCodeBench74.071.92.1Command A Pro
IFEval89.088.70.3Command A Pro
TruthfulQA83.382.90.4Command A Pro
HellaSwag90.188.02.1Command A Pro
MMMU77.274.42.8Command A Pro
Arena Elo1434.61421.513.1Command A Pro

Price analysis

On a blended 3:1 input-to-output basis, Command A Pro costs about $27.72 per million tokens and ERNIE 4.5 Reasoning costs about $30.46. Command A Pro is roughly 9% cheaper than ERNIE 4.5 Reasoning. At high volume, that gap compounds quickly, so price should carry real weight unless the quality difference is decisive.

ERNIE 4.5 Reasoning has the larger context window at 1,000,000 tokens, compared with 200,000 for Command A Pro. That matters for long documents, large codebases and multi-step agent traces.

Verdict

Across 12 shared benchmarks, Command A Pro wins 12, ERNIE 4.5 Reasoning wins 0, and 0 are tied. On the index average, Command A Pro leads ERNIE 4.5 Reasoning by 1.5 points (81.3 versus 79.8).

The price picture favours Command A Pro. The context picture favours ERNIE 4.5 Reasoning. Those two dimensions often matter more than a few benchmark points once a model is good enough for the task.

If you need a single default, start with Command A Pro for quality-sensitive work, and check whether its price holds at your expected volume before committing.

Choose Command A Pro if

  • You want the higher average benchmark score in this index.
  • Unit cost matters and you want the cheaper blended price.
  • You need the larger 16,384-token output limit.

Choose ERNIE 4.5 Reasoning if

  • You need the larger 1,000,000-token context window.
  • The workload needs multi-step reasoning.

FAQ

Is Command A Pro better than ERNIE 4.5 Reasoning?

On the index average, Command A Pro leads ERNIE 4.5 Reasoning by 1.5 points (81.3 versus 79.8). The better choice depends on price, context and your task. Command A Pro wins 12 benchmarks, ERNIE 4.5 Reasoning wins 0.

Which is cheaper, Command A Pro or ERNIE 4.5 Reasoning?

Command A Pro is cheaper on a blended 3:1 basis at about $27.72 per million tokens, versus $30.46 for ERNIE 4.5 Reasoning.

Which has the larger context window?

ERNIE 4.5 Reasoning has the larger context window at 1,000,000 tokens. Command A Pro has 200,000 tokens.

Are these models open weights?

Command A Pro is proprietary; ERNIE 4.5 Reasoning is proprietary.

Which should I choose for production?

If you need a single default, start with Command A Pro for quality-sensitive work, and check whether its price holds at your expected volume before committing.

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