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Every score has a dated snapshot.

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  3. GPT-4.5 Orion vs OpenAI o1-mini

Pairwise benchmark snapshot · Aug 1, 2026

GPT-4.5 Orion vs OpenAI o1-mini benchmark

In this head-to-head showdown, GPT-4.5 Orion delivers higher overall intelligence and human-preferred responses (Elo 1,540 vs 1,445), while GPT-4.5 Orion leads in SWE-bench software engineering benchmarks (71%), while OpenAI o1-mini is more budget-friendly at $4.4/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose GPT-4.5 Orion if your priority is peak reasoning, complex code generation, and top preference Elo. Choose OpenAI o1-mini if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

GPT-4.5 Orion (5)OpenAI o1-mini (4)
GPT-4.5 Orion
5 of 9 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond
OpenAI o1-mini
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
OpenAI
Leads 5 of 9 metrics
GPT-4.5 Orion

OpenAI largest dense non-reasoning model with expansive world knowledge and reduced hallucinations.

Elo 1,540$150/1M out
OpenAI
Leads 4 of 9 metrics
OpenAI o1-mini

OpenAI high-speed, cost-effective reasoning model optimized for STEM, math, and code generation.

Elo 1,445$4.4/1M out
Top Rival Showdowns for GPT-4.5 Orion
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGPT-4.5 Orion Wins

GPT-4.5 Orion

Δ 95 Arena Elo pts

Throughput LeaderOpenAI o1-mini Wins

OpenAI o1-mini

85 tok/s

Value per Dollar LeaderOpenAI o1-mini Wins

OpenAI o1-mini

$4.4 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

GPT-4.5 Orion (5)vsOpenAI o1-mini (4)
GPT-4.5 Orion: 5W (56%)Overall: GPT-4.5 OrionOpenAI o1-mini: 4W (44%)
← GPT-4.5 Orion1 tiesOpenAI o1-mini →
🏆GPT-4.5 Orion(5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
GPT-4.5 OrionvsOpenAI o1-mini
Preference Elo
1,540vs1,445+95
Coding Elo
1,520vs1,468+52
SWE-bench
71%vs56.4%+14.6%
LiveBench
68.5%vs62%+6.5%
GPQA Diamond
84%vs76.8%+7.2%
GPT-4.5 Orion: 5WOpenAI o1-mini: 0W
🏆OpenAI o1-mini(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4.5 OrionvsOpenAI o1-mini
Output speed
60 tok/svs85 tok/s+25 tok/s
Time to first token
350 msvs280 ms+70 ms
GPT-4.5 Orion: 0WOpenAI o1-mini: 2W
🏆OpenAI o1-mini(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4.5 OrionvsOpenAI o1-mini
Output price
$150/1Mvs$4.4/1M+$145.6/1M
Input price
$75/1Mvs$1.1/1M+$73.9/1M
Context window
128kvs128k
GPT-4.5 Orion: 0WOpenAI o1-mini: 2W

Side-by-Side Benchmark Matrix

Preference Elo+95
GPT-4.5 Orion1,540
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini1,445
seed-bootstrap · Aug 1, 2026
Coding Elo+52
GPT-4.5 Orion1,520
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini1,468
seed-bootstrap · Aug 1, 2026
LiveBench+6.5%
GPT-4.5 Orion68.5%
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini62%
seed-bootstrap · Aug 1, 2026
SWE-bench+14.6%
GPT-4.5 Orion71%
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini56.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+7.2%
GPT-4.5 Orion84%
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini76.8%
seed-bootstrap · Aug 1, 2026
Time to first token+70 ms
GPT-4.5 Orion350 ms
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini280 ms
seed-bootstrap · Aug 1, 2026
Output speed+25 tok/s
GPT-4.5 Orion60 tok/s
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini85 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$73.9/1M
GPT-4.5 Orion$75/1M
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini$1.1/1M
seed-bootstrap · Aug 1, 2026
Output price+$145.6/1M
GPT-4.5 Orion$150/1M
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini$4.4/1M
seed-bootstrap · Aug 1, 2026
Context window
GPT-4.5 Orion128k
seed-bootstrap · Aug 1, 2026
OpenAI o1-mini128k
seed-bootstrap · Aug 1, 2026
BenchmarkGPT-4.5 OrionOpenAI o1-miniAdvantage Delta
Preference Elo
1,540
seed-bootstrap · Aug 1, 2026
1,445
seed-bootstrap · Aug 1, 2026
+95
Coding Elo
1,520
seed-bootstrap · Aug 1, 2026
1,468
seed-bootstrap · Aug 1, 2026
+52
LiveBench
68.5%
seed-bootstrap · Aug 1, 2026
62%
seed-bootstrap · Aug 1, 2026
+6.5%
SWE-bench
71%
seed-bootstrap · Aug 1, 2026
56.4%
seed-bootstrap · Aug 1, 2026
+14.6%
GPQA Diamond
84%
seed-bootstrap · Aug 1, 2026
76.8%
seed-bootstrap · Aug 1, 2026
+7.2%
Time to first token
350 ms
seed-bootstrap · Aug 1, 2026
280 ms
seed-bootstrap · Aug 1, 2026
+70 ms
Output speed
60 tok/s
seed-bootstrap · Aug 1, 2026
85 tok/s
seed-bootstrap · Aug 1, 2026
+25 tok/s
Input price
$75/1M
seed-bootstrap · Aug 1, 2026
$1.1/1M
seed-bootstrap · Aug 1, 2026
+$73.9/1M
Output price
$150/1M
seed-bootstrap · Aug 1, 2026
$4.4/1M
seed-bootstrap · Aug 1, 2026
+$145.6/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
128k
seed-bootstrap · Aug 1, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 98% with OpenAI o1-mini
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
GPT-4.5 Orion$4,875.00 / mo
In: $2,625Out: $2,250
OpenAI o1-mini$104.50 / mo
In: $38.5Out: $66
Estimated Cost Delta

OpenAI o1-mini is estimated to save $4,770.50/month ($57,246/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-4.5 Orion:Pick GPT-4.5 Orion when repo-level coding accuracy is the constraint.
  • 2
    OpenAI o1-mini:Pick OpenAI o1-mini when you are optimizing output cost.
  • 3
    OpenAI o1-mini:Pick OpenAI o1-mini when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-4.5 Orion

Higher SWE-bench (71%).

High-volume chatOpenAI o1-mini

Lower output list price ($4.4/1M).

Voice / low-latency UIOpenAI o1-mini

Lower TTFT (280 ms).

Long-document RAGGPT-4.5 Orion

Larger window (128k).

Screenshots / visionGPT-4.5 Orion

GPT-4.5 Orion is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-4.5 OrionHigher SWE-bench (71%).
High-volume chatOpenAI o1-miniLower output list price ($4.4/1M).
Voice / low-latency UIOpenAI o1-miniLower TTFT (280 ms).
Long-document RAGGPT-4.5 OrionLarger window (128k).
Screenshots / visionGPT-4.5 OrionGPT-4.5 Orion is the side marked multimodal in the catalog.
Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-4.5 Orion

Elo 1,540
SWE-bench71%
Speed (tok/s)60 tok/s
Input / 1M Tokens$75/1M
Output / 1M Tokens$150/1M
OpenAI

OpenAI o1-mini

Elo 1,445
SWE-bench56.4%
Speed (tok/s)85 tok/s
Input / 1M Tokens$1.1/1M
Output / 1M Tokens$4.4/1M

Frequently Asked Questions

Which is better overall, GPT-4.5 Orion or OpenAI o1-mini?
GPT-4.5 Orion has the higher preference Elo in our latest snapshot (1,540). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-4.5 Orion or OpenAI o1-mini?
GPT-4.5 Orion leads SWE-bench at 71% vs 56.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
OpenAI o1-mini output tokens are $4.4/1M versus $150/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4.5 Orion or OpenAI o1-mini?
OpenAI o1-mini has the lower time-to-first-token (280 ms vs 350 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-4.5 Orion accepts 128k tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. GPT-4.5 Orion and OpenAI o1-mini Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT-4.5 Orion matchups →|All OpenAI o1-mini matchups →
GPT-4.5 Orion vs OpenAI o1 (previous gpt-flagship)GPT-4.5 Orion vs GPT-5 (next gpt-flagship)OpenAI o1-mini vs GPT-4o mini (previous gpt-mini)OpenAI o1-mini vs OpenAI o3-mini (next gpt-mini)GPT-5.6 Terra vs GPT-4.5 OrionOpenAI o3-mini vs GPT-4.5 Orion