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Precision Benchmarks

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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  3. GPT-4.5 Orion vs Yi-Lightning

Pairwise benchmark snapshot · Aug 17, 2026

GPT-4.5 Orion vs Yi-Lightning benchmark

In this head-to-head showdown, GPT-4.5 Orion delivers higher overall intelligence and human-preferred responses (Elo 1,540 vs 1,475), while GPT-4.5 Orion leads in SWE-bench software engineering benchmarks (71%), while Yi-Lightning is more budget-friendly at $0.14/1M 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 Yi-Lightning if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

GPT-4.5 Orion holds empirical advantage (6 of 10 metrics)

Coding / SWESWE-bench
GPT-4.5 OrionTop code solve rate
ReasoningGPQA / Live
GPT-4.5 OrionTop logical accuracy
Best Value$/1M Tok
Yi-LightningLowest API billing cost
Speed / TokTok/Sec
Yi-LightningFastest stream rate

Verified Advantage Breakdown

10 benchmarks evaluated across capability, speed, and cost

GPT-4.5 Orion (6)Yi-Lightning (4)
GPT-4.5 Orion
6 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
Yi-Lightning
4 of 10 Wins
✓Time to first token✓Output speed✓Input price✓Output price
OpenAI
Leads 6 of 10
GPT-4.5 Orion

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

Elo 1,540In: $75 · Out: $150/1M
01.AI
Leads 4 of 10
Yi-Lightning

01.AI ultra-fast reasoning model delivering top LiveBench efficiency.

LightningElo 1,475In: $0.14 · Out: $0.14/1M

GPT-4 Series Lineage & Sibling Variants

4 models

Currently comparing GPT-4.5 Orion vs Yi-Lightning. Alternative family tiers available.

Active: GPT-4.5 Orion
GPT-4o$10GPT-4o mini$0.6OpenAI: GPT-4$60
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 65 Arena Elo pts

Throughput LeaderYi-Lightning Wins

Yi-Lightning

130 tok/s

Value per Dollar LeaderYi-Lightning Wins

Yi-Lightning

$0.14 / 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

GPT-4.5 Orion (6)vsYi-Lightning (4)
GPT-4.5 Orion: 6W (60%)Overall: GPT-4.5 OrionYi-Lightning: 4W (40%)
← GPT-4.5 OrionYi-Lightning →
🏆GPT-4.5 Orion Leads(5/5)

Intelligence & Reasoning

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

Benchmark
GPT-4.5 OrionvsYi-Lightning
Preference Elo
1,540vs1,475+65
Coding Elo
1,520vs1,480+40
SWE-bench
71%vs63.4%+7.6%
LiveBench
68.5%vs65%+3.5%
GPQA Diamond
84%vs78%+6%
GPT-4.5 Orion: 5WYi-Lightning: 0W
🏆Yi-Lightning Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4.5 OrionvsYi-Lightning
Output speed
60 tok/svs130 tok/s+70 tok/s
Time to first token
350 msvs150 ms+200 ms
GPT-4.5 Orion: 0WYi-Lightning: 2W
🏆Yi-Lightning Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4.5 OrionvsYi-Lightning
Output price
$150/1Mvs$0.14/1M+$149.86/1M
Input price
$75/1Mvs$0.14/1M+$74.86/1M
Context window
128kvs16k+112k
GPT-4.5 Orion: 1WYi-Lightning: 2W

Side-by-Side Benchmark Matrix

GPT-4.5 OrionYi-Lightning
Preference EloGPT-4.5 Orion +65
GPT-4.5 Orion1,540
Yi-Lightning1,475
Coding EloGPT-4.5 Orion +40
GPT-4.5 Orion1,520
Yi-Lightning1,480
LiveBenchGPT-4.5 Orion +3.5%
GPT-4.5 Orion68.5%
Yi-Lightning65%
SWE-benchGPT-4.5 Orion +7.6%
GPT-4.5 Orion71%
Yi-Lightning63.4%
GPQA DiamondGPT-4.5 Orion +6%
GPT-4.5 Orion84%
Yi-Lightning78%
Time to first tokenYi-Lightning +200 ms
GPT-4.5 Orion350 ms
Yi-Lightning150 ms
Output speedYi-Lightning +70 tok/s
GPT-4.5 Orion60 tok/s
Yi-Lightning130 tok/s
Input priceYi-Lightning +$74.86/1M
GPT-4.5 Orion$75/1M
Yi-Lightning$0.14/1M
Output priceYi-Lightning +$149.86/1M
GPT-4.5 Orion$150/1M
Yi-Lightning$0.14/1M
Context windowGPT-4.5 Orion +112k
GPT-4.5 Orion128k
Yi-Lightning16k
BenchmarkGPT-4.5 OrionYi-LightningAdvantage Delta
Preference Elo
1,540
lmarena · Aug 17, 2026
1,475
lmarena · Aug 17, 2026
+65
Coding Elo
1,520
lmarena · Aug 17, 2026
1,480
lmarena · Aug 17, 2026
+40
LiveBench
68.5%
livebench · Aug 17, 2026
65%
livebench · Aug 17, 2026
+3.5%
SWE-bench
71%
swebench · Aug 17, 2026
63.4%
swebench · Aug 17, 2026
+7.6%
GPQA Diamond
84%
seed-bootstrap · Aug 1, 2026
78%
seed-bootstrap · Aug 1, 2026
+6%
Time to first token
350 ms
seed-bootstrap · Aug 1, 2026
150 ms
seed-bootstrap · Aug 1, 2026
+200 ms
Output speed
60 tok/s
seed-bootstrap · Aug 1, 2026
130 tok/s
seed-bootstrap · Aug 1, 2026
+70 tok/s
Input price
$75/1M
seed-bootstrap · Aug 1, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$74.86/1M
Output price
$150/1M
seed-bootstrap · Aug 1, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$149.86/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
16k
seed-bootstrap · Aug 1, 2026
+112k

Workload Cost & Savings Calculator

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

Save 100% with Yi-Lightning
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
Yi-Lightning$7.00 / mo
In: $4.9Out: $2.1
Estimated Cost Delta

Yi-Lightning is estimated to save $4,868.00/month ($58,416/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
    Yi-Lightning:Pick Yi-Lightning when you are optimizing output cost.
  • 3
    Yi-Lightning:Pick Yi-Lightning 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 chatYi-Lightning

Lower output list price ($0.14/1M).

Voice / low-latency UIYi-Lightning

Lower TTFT (150 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 chatYi-LightningLower output list price ($0.14/1M).
Voice / low-latency UIYi-LightningLower TTFT (150 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.

Cast Your Matchup Vote

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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
01.AI

Yi-Lightning

Elo 1,475
SWE-bench63.4%
Speed (tok/s)130 tok/s
Input / 1M Tokens$0.14/1M
Output / 1M Tokens$0.14/1M

Frequently Asked Questions

Which is better overall, GPT-4.5 Orion or Yi-Lightning?
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 Yi-Lightning?
GPT-4.5 Orion leads SWE-bench at 71% vs 63.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Yi-Lightning output tokens are $0.14/1M versus $150/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4.5 Orion or Yi-Lightning?
Yi-Lightning has the lower time-to-first-token (150 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 16k.
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 Yi-Lightning 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 Yi-Lightning matchups →
GPT-4.5 Orion vs OpenAI: o1 (previous gpt-flagship)GPT-4.5 Orion vs GPT-5 (next gpt-flagship)Yi-Lightning vs Yi-Large (previous other)Yi-Lightning vs Ernie 4.5 Turbo (next other)GPT-5.6 Terra vs GPT-4.5 OrionGPT-5.6 Sol vs GPT-4.5 Orion