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Agnes 2.5 Pro Alpha vs o3: The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Agnes 2.5 Pro Alpha vs o3 Showdown

The current catalog does not contain complete performance evidence for both models, so this page does not declare an overall winner. Use the available fields as comparison signals and validate the models on your own workload.

Model Snapshot

Key decision metrics at a glance.

Agnes 2.5 Pro Alphao3
6.0
Reasoning
9.0
6.0
Coding
6.0
3.0
Multimodal
3.0
5.0
Long Context
4.0
$0.563
Blended Price / 1M tokens
$3.5
P95 Latency
115.763
Tokens per second
128.056

Machine-readable comparison data

ModelMetricValueUnitSource / snapshot
Agnes 2.5 Pro AlphaReasoning6.0benchmark or capability scoreArtificial Analysis · current catalog
o3Reasoning9.0benchmark or capability scoreArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaCoding6.0benchmark or capability scoreArtificial Analysis · current catalog
o3Coding6.0benchmark or capability scoreArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaMultimodal3.0benchmark or capability scoreArtificial Analysis · current catalog
o3Multimodal3.0benchmark or capability scoreArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaLong Context5.0benchmark or capability scoreArtificial Analysis · current catalog
o3Long Context4.0benchmark or capability scoreArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaBlended Price / 1M tokens$0.563USD per 1M tokensArtificial Analysis · current catalog
o3Blended Price / 1M tokens$3.5USD per 1M tokensArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaP95 LatencymillisecondsArtificial Analysis · current catalog
o3P95 LatencymillisecondsArtificial Analysis · current catalog
Agnes 2.5 Pro AlphaTokens per second115.763tokens per secondArtificial Analysis · current catalog
o3Tokens per second128.056tokens per secondArtificial Analysis · current catalog

Data provided by Artificial Analysis; live values use the current catalog.

Overall Capabilities

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Agnes 2.5 Pro Alpha` vs `o3`.

IntelligenceCodingMathMultimodalLong Context
Agnes 2.5 Pro Alphao3

Benchmark Breakdown

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Agnes 2.5 Pro Alphao3

Speed & Latency

Lower time to first token is better; higher tokens per second is better.

Time to First Token · Agnes 2.5 Pro Alpha
Time to First Token · o3
Tokens per Second · Agnes 2.5 Pro Alpha
115.763
Tokens per Second · o3
128.056
Head to the playground to validate these results yourself

The Economics of Agnes 2.5 Pro Alpha vs o3

Pricing Breakdown

Compare input and output pricing in USD per 1M tokens.

Agnes 2.5 Pro Alphao3

Real-World Cost Scenario

Per run: 1M input tokens + 250k output tokens

Agnes 2.5 Pro Alpha$0.675

o3$4

Agnes 2.5 Pro Alpha costs $3.325 less per run

Review the complete pricing and packaging strategy

Your Questions about the Agnes 2.5 Pro Alpha vs o3 Comparison

Is `Agnes 2.5 Pro Alpha` a direct replacement for `o3`?

The current Agnes 2.5 Pro Alpha vs o3 data does not establish a universal replacement. Compare the available metrics, then validate quality, latency, reliability, and cost on your own workload.

For coding, which is better in the `Agnes 2.5 Pro Alpha vs o3` debate?

The current catalog does not contain comparable coding benchmark values for both models, so this page does not declare a coding winner.

How was this `Agnes 2.5 Pro Alpha vs o3` comparison conducted?

Our Agnes 2.5 Pro Alpha vs o3 comparison uses published benchmark, pricing, speed, and latency fields provided by Artificial Analysis. Missing values remain unavailable, and the result should be checked against your workload.