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Model comparison

o3-pro vs Ornith-1.0-9B

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
OpenAI
48.29/100
Margin
0.7pts
winning →
DeepReinforce AI
49/100
0 category wins0 category wins

Public leaderboard positions: o3-pro #124 (Supported); Ornith-1.0-9B unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. o3-pro and Ornith-1.0-9B share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to o3-pro; 7 to Ornith-1.0-9B.

Updated July 17, 2026
Shared results
0
o3-pro only
2
Ornith-1.0-9B only
7
Comparable categories
0 / 8

Benchmark data for o3-pro and Ornith-1.0-9B is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

o3-pro is priced at $20.00 input / $80.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Ornith-1.0-9B. Ornith-1.0-9B has the larger context window at 256K, compared with 200K for o3-pro.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

Metrico3-proOrnith-1.0-9BComparison
Input / output priceUSD per 1M tokenso3-pro$20 input / $80 outputOrnith-1.0-9B$0 input / $0 outputOrnith-1.0-9B has the lower combined listed price.
Generation speedtokens per secondo3-pro27 tok/sOrnith-1.0-9BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokeno3-pro84.93 sOrnith-1.0-9BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokenso3-pro200KOrnith-1.0-9B256KOrnith-1.0-9B lists the larger context window.

Benchmark Deep Dive

Agentic
Benchmarko3-proOrnith-1.0-9BResult
Terminal-Bench 2.0Source 43.1%Not comparable
Claw-EvalSource 63.1%Not comparable
Coding
Benchmarko3-proOrnith-1.0-9BResult
SWE-bench VerifiedSource 69.4%Not comparable
SWE-bench ProSource 42.9%Not comparable
SWE MultilingualSource 52%Not comparable
NL2RepoSource 27.2%Not comparable
Terminal-Bench 2.0Source 43.1%Not comparable
Knowledge
Benchmarko3-proOrnith-1.0-9BResult
Artificial Analysis Intelligence IndexSource 32.5%Not comparable
AA-GPQA DiamondSource 84.5%Not comparable
Frequently Asked Questions (3)

Can I compare o3-pro and Ornith-1.0-9B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for o3-pro and Ornith-1.0-9B today?

o3-pro: $20.00 input / $80.00 output per 1M tokens Ornith-1.0-9B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 17, 2026

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