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xAI: Grok 4 Fast vs Baidu: ERNIE 4.5 21B A3B

Head-to-head API cost, context, and performance comparison. Synced at 2:33:54 PM.

Executive Summary

When evaluating xAI: Grok 4 Fast against Baidu: ERNIE 4.5 21B A3B, the pricing structure is a key differentiator. Baidu: ERNIE 4.5 21B A3B is approximately 50% more cost-effective per 1 million tokens overall.

However, when looking at raw reasoning capabilities, Baidu: ERNIE 4.5 21B A3B leads with a statistical ELO score of 1443. For tasks involving complex logic, coding, or instruction-following, developers might prefer Baidu: ERNIE 4.5 21B A3B, provided their budget allows for the API burn rate.

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Raw Technical comparison

Metric
xAI: Grok 4 Fast
Baidu: ERNIE 4.5 21B A3B
Performance (ELO)
1443
1443
Input Cost / 1M
$0.20
$0.07
Output Cost / 1M
$0.50
$0.28
Context Window
2,000,000 tokens
120,000 tokens

Verdict

If you are looking for pure performance and capability, Tie is statistically superior. However, if API burn rate is the primary concern, Baidu: ERNIE 4.5 21B A3B wins out aggressively in pricing.

People Also Ask

Is xAI: Grok 4 Fast cheaper than Baidu: ERNIE 4.5 21B A3B?

No. Baidu: ERNIE 4.5 21B A3B is the more cost-effective model, operating at a lower price point per 1 million tokens.

Which model has the larger context window?

The xAI: Grok 4 Fast model has the advantage in memory, offering a massive 2,000,000 token limit for document ingestion.

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