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Every score has a dated snapshot.

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  3. GPT-4.5 Orion vs GPT-5

Pairwise benchmark snapshot · Aug 17, 2026

GPT-4.5 Orion vs GPT-5 benchmark

In this head-to-head showdown, GPT-5 delivers higher overall intelligence and human-preferred responses (Elo 1,558 vs 1,540), while GPT-4.5 Orion leads in SWE-bench software engineering benchmarks (71%), while GPT-5 is more budget-friendly at $10/1M 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: GPT-5 holds the advantage over GPT-4.5 Orion in overall benchmark performance and human evaluation rankings. Choose GPT-5 for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Verified Head-to-Head Advantage Breakdown

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

GPT-4.5 Orion (1)GPT-5 (9)
GPT-4.5 Orion
1 of 10 Wins
✓SWE-bench
GPT-5
9 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓GPQA Diamond✓Time to first token✓Output speed✓Input price✓Output price✓Context window
OpenAI
Leads 1 of 10 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 9 of 10 metrics
GPT-5

OpenAI flagship reasoning model for 2025–26. Strong general preference Elo and multimodal coverage.

Elo 1,558$10/1M out

GPT-5 Thinking Depth & Cost Scaler

Model B

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
290 ms
Standard speed
Reasoning Depth
~1,500
Internal tokens
Cost / 1k Calls
$18.63
5.1× standard bill
Accuracy Boost
+4.5% accuracy
STEM & SWE-bench
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-5 Wins

GPT-5

Δ 18 Arena Elo pts

Throughput LeaderGPT-5 Wins

GPT-5

78 tok/s

Value per Dollar LeaderGPT-5 Wins

GPT-5

$10 / 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 (1)vsGPT-5 (9)
GPT-4.5 Orion: 1W (10%)Overall: GPT-5GPT-5: 9W (90%)
← GPT-4.5 OrionGPT-5 →
🏆GPT-5(4/5)

Intelligence & Reasoning

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

Benchmark
GPT-4.5 OrionvsGPT-5
Preference Elo
1,540vs1,558+18
Coding Elo
1,520vs1,540+20
SWE-bench
71%vs68.4%+2.6%
LiveBench
68.5%vs69.8%+1.3%
GPQA Diamond
84%vs85.2%+1.2%
GPT-4.5 Orion: 1WGPT-5: 4W
🏆GPT-5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4.5 OrionvsGPT-5
Output speed
60 tok/svs78 tok/s+18 tok/s
Time to first token
350 msvs290 ms+60 ms
GPT-4.5 Orion: 0WGPT-5: 2W
🏆GPT-5(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4.5 OrionvsGPT-5
Output price
$150/1Mvs$10/1M+$140/1M
Input price
$75/1Mvs$1.25/1M+$73.75/1M
Context window
128kvs400k+272k
GPT-4.5 Orion: 0WGPT-5: 3W

Side-by-Side Benchmark Matrix

Preference Elo+18
GPT-4.5 Orion1,540
lmarena · Aug 17, 2026
GPT-51,558
lmarena · Aug 17, 2026
Coding Elo+20
GPT-4.5 Orion1,520
lmarena · Aug 17, 2026
GPT-51,540
lmarena · Aug 17, 2026
LiveBench+1.3%
GPT-4.5 Orion68.5%
livebench · Aug 17, 2026
GPT-569.8%
livebench · Aug 17, 2026
SWE-bench+2.6%
GPT-4.5 Orion71%
swebench · Aug 17, 2026
GPT-568.4%
swebench · Aug 17, 2026
GPQA Diamond+1.2%
GPT-4.5 Orion84%
seed-bootstrap · Aug 1, 2026
GPT-585.2%
seed-bootstrap · Aug 1, 2026
Time to first token+60 ms
GPT-4.5 Orion350 ms
seed-bootstrap · Aug 1, 2026
GPT-5290 ms
seed-bootstrap · Aug 1, 2026
Output speed+18 tok/s
GPT-4.5 Orion60 tok/s
seed-bootstrap · Aug 1, 2026
GPT-578 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$73.75/1M
GPT-4.5 Orion$75/1M
seed-bootstrap · Aug 1, 2026
GPT-5$1.25/1M
openrouter · Aug 17, 2026
Output price+$140/1M
GPT-4.5 Orion$150/1M
seed-bootstrap · Aug 1, 2026
GPT-5$10/1M
openrouter · Aug 17, 2026
Context window+272k
GPT-4.5 Orion128k
seed-bootstrap · Aug 1, 2026
GPT-5400k
openrouter · Aug 17, 2026
BenchmarkGPT-4.5 OrionGPT-5Advantage Delta
Preference Elo
1,540
lmarena · Aug 17, 2026
1,558
lmarena · Aug 17, 2026
+18
Coding Elo
1,520
lmarena · Aug 17, 2026
1,540
lmarena · Aug 17, 2026
+20
LiveBench
68.5%
livebench · Aug 17, 2026
69.8%
livebench · Aug 17, 2026
+1.3%
SWE-bench
71%
swebench · Aug 17, 2026
68.4%
swebench · Aug 17, 2026
+2.6%
GPQA Diamond
84%
seed-bootstrap · Aug 1, 2026
85.2%
seed-bootstrap · Aug 1, 2026
+1.2%
Time to first token
350 ms
seed-bootstrap · Aug 1, 2026
290 ms
seed-bootstrap · Aug 1, 2026
+60 ms
Output speed
60 tok/s
seed-bootstrap · Aug 1, 2026
78 tok/s
seed-bootstrap · Aug 1, 2026
+18 tok/s
Input price
$75/1M
seed-bootstrap · Aug 1, 2026
$1.25/1M
openrouter · Aug 17, 2026
+$73.75/1M
Output price
$150/1M
seed-bootstrap · Aug 1, 2026
$10/1M
openrouter · Aug 17, 2026
+$140/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
400k
openrouter · Aug 17, 2026
+272k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 96% with GPT-5
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
GPT-5$193.75 / mo
In: $43.75Out: $150
Estimated Cost Delta

GPT-5 is estimated to save $4,681.25/month ($56,175/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
    GPT-5:Pick GPT-5 when you are optimizing output cost.
  • 3
    GPT-5:Pick GPT-5 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 chatGPT-5

Lower output list price ($10/1M).

Voice / low-latency UIGPT-5

Lower TTFT (290 ms).

Long-document RAGGPT-5

Larger window (400k).

Screenshots / visionGPT-5

Both accept images. Defaulting to the higher-Elo side (GPT-5).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-4.5 OrionHigher SWE-bench (71%).
High-volume chatGPT-5Lower output list price ($10/1M).
Voice / low-latency UIGPT-5Lower TTFT (290 ms).
Long-document RAGGPT-5Larger window (400k).
Screenshots / visionGPT-5Both accept images. Defaulting to the higher-Elo side (GPT-5).

Related Editorial Dispatches & Benchmark Notes

View all news
launchAug 8, 2025

GPT-5 (2025) remains the legacy OpenAI flagship baseline

Still a common compare target. 5.6 Sol replaced it as the buy; GPT-5 stays for old URLs.

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

GPT-5

Elo 1,558
SWE-bench68.4%
Speed (tok/s)78 tok/s
Input / 1M Tokens$1.25/1M
Output / 1M Tokens$10/1M

Frequently Asked Questions

Which is better overall, GPT-4.5 Orion or GPT-5?
GPT-5 has the higher preference Elo in our latest snapshot (1,558). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-4.5 Orion or GPT-5?
GPT-4.5 Orion leads SWE-bench at 71% vs 68.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
GPT-5 output tokens are $10/1M versus $150/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4.5 Orion or GPT-5?
GPT-5 has the lower time-to-first-token (290 ms vs 350 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-5 accepts 400k 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 GPT-5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Aug 8, 2025

    GPT-5 (2025) remains the legacy OpenAI flagship baseline

Similar Head-to-Head Comparisons

All GPT-4.5 Orion matchups →|All GPT-5 matchups →
GPT-4.5 Orion vs OpenAI: o1 (previous gpt-flagship)GPT-5 vs GPT-5.6 Sol (next gpt-flagship)GPT-5.6 Terra vs GPT-4.5 OrionOpenAI: o3 Mini vs GPT-5GPT-5.6 Luna vs GPT-4.5 OrionGemini 3.7 Flash vs GPT-4.5 Orion