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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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  2. Comparisons
  3. Gemini 2.5 Flash vs Yi-Large

Pairwise benchmark snapshot · Aug 1, 2026

Gemini 2.5 Flash vs Yi-Large benchmark

In this head-to-head showdown, Yi-Large delivers higher overall intelligence and human-preferred responses (Elo 1,430 vs 1,295), while Yi-Large leads in SWE-bench software engineering benchmarks (53.8%), while Yi-Large is more budget-friendly at $0.3/1M per 1M output tokens, while Gemini 2.5 Flash provides faster response streaming (185 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Yi-Large holds the advantage over Gemini 2.5 Flash in overall benchmark performance and human evaluation rankings. Choose Yi-Large for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Verified Head-to-Head Advantage Breakdown

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

Gemini 2.5 Flash (4)Yi-Large (5)
Gemini 2.5 Flash
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Context window
Yi-Large
5 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Output price
Google
Leads 4 of 9 metrics
Gemini 2.5 Flash

Previous Google speed workhorse.

2.5 FlashElo 1,295$0.4/1M out
01.AI
Leads 5 of 9 metrics
Yi-Large

01.AI full-scale dense model for complex instruction following.

Elo 1,430$0.3/1M out

Gemini 2.5 Series Lineage & Sibling Variants

2 models

Currently comparing Gemini 2.5 Flash vs Yi-Large. Alternative family tiers available.

Active: Gemini 2.5 Flash
Gemini 2.5 Pro$5
Top Rival Showdowns for Gemini 2.5 Flash
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderYi-Large Wins

Yi-Large

Δ 135 Arena Elo pts

Throughput LeaderGemini 2.5 Flash Wins

Gemini 2.5 Flash

185 tok/s

Value per Dollar LeaderYi-Large Wins

Yi-Large

$0.3 / 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.

Gemini 2.5 Flash (4)vsYi-Large (6)
Gemini 2.5 Flash: 4W (40%)Overall: Yi-LargeYi-Large: 6W (60%)
← Gemini 2.5 FlashYi-Large →
🏆Yi-Large(5/5)

Intelligence & Reasoning

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

Benchmark
Gemini 2.5 FlashvsYi-Large
Preference Elo
1,295vs1,430+135
Coding Elo
—vs1,410
SWE-bench
48%vs53.8%+5.8%
LiveBench
51.4%vs60.5%+9.1%
GPQA Diamond
68.2%vs72.4%+4.2%
Gemini 2.5 Flash: 0WYi-Large: 5W
🏆Gemini 2.5 Flash(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Gemini 2.5 FlashvsYi-Large
Output speed
185 tok/svs90 tok/s+95 tok/s
Time to first token
110 msvs220 ms+110 ms
Gemini 2.5 Flash: 2WYi-Large: 0W
🏆Gemini 2.5 Flash(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Gemini 2.5 FlashvsYi-Large
Output price
$0.4/1Mvs$0.3/1M+$0.1/1M
Input price
$0.1/1Mvs$0.3/1M+$0.2/1M
Context window
1Mvs33k+967k
Gemini 2.5 Flash: 2WYi-Large: 1W

Side-by-Side Benchmark Matrix

Preference Elo+135
Gemini 2.5 Flash1,295
seed-bootstrap · Aug 1, 2026
Yi-Large1,430
seed-bootstrap · Aug 1, 2026
Coding Elo
Gemini 2.5 Flash—
Yi-Large1,410
seed-bootstrap · Aug 1, 2026
LiveBench+9.1%
Gemini 2.5 Flash51.4%
seed-bootstrap · Aug 1, 2026
Yi-Large60.5%
seed-bootstrap · Aug 1, 2026
SWE-bench+5.8%
Gemini 2.5 Flash48%
seed-bootstrap · Aug 1, 2026
Yi-Large53.8%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+4.2%
Gemini 2.5 Flash68.2%
seed-bootstrap · Aug 1, 2026
Yi-Large72.4%
seed-bootstrap · Aug 1, 2026
Time to first token+110 ms
Gemini 2.5 Flash110 ms
seed-bootstrap · Aug 1, 2026
Yi-Large220 ms
seed-bootstrap · Aug 1, 2026
Output speed+95 tok/s
Gemini 2.5 Flash185 tok/s
seed-bootstrap · Aug 1, 2026
Yi-Large90 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.2/1M
Gemini 2.5 Flash$0.1/1M
seed-bootstrap · Aug 1, 2026
Yi-Large$0.3/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.1/1M
Gemini 2.5 Flash$0.4/1M
seed-bootstrap · Aug 1, 2026
Yi-Large$0.3/1M
seed-bootstrap · Aug 1, 2026
Context window+967k
Gemini 2.5 Flash1M
seed-bootstrap · Aug 1, 2026
Yi-Large33k
seed-bootstrap · Aug 1, 2026
BenchmarkGemini 2.5 FlashYi-LargeAdvantage Delta
Preference Elo
1,295
seed-bootstrap · Aug 1, 2026
1,430
seed-bootstrap · Aug 1, 2026
+135
Coding Elo—
1,410
seed-bootstrap · Aug 1, 2026
—
LiveBench
51.4%
seed-bootstrap · Aug 1, 2026
60.5%
seed-bootstrap · Aug 1, 2026
+9.1%
SWE-bench
48%
seed-bootstrap · Aug 1, 2026
53.8%
seed-bootstrap · Aug 1, 2026
+5.8%
GPQA Diamond
68.2%
seed-bootstrap · Aug 1, 2026
72.4%
seed-bootstrap · Aug 1, 2026
+4.2%
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
220 ms
seed-bootstrap · Aug 1, 2026
+110 ms
Output speed
185 tok/s
seed-bootstrap · Aug 1, 2026
90 tok/s
seed-bootstrap · Aug 1, 2026
+95 tok/s
Input price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$0.3/1M
seed-bootstrap · Aug 1, 2026
+$0.2/1M
Output price
$0.4/1M
seed-bootstrap · Aug 1, 2026
$0.3/1M
seed-bootstrap · Aug 1, 2026
+$0.1/1M
Context window
1M
seed-bootstrap · Aug 1, 2026
33k
seed-bootstrap · Aug 1, 2026
+967k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 37% with Gemini 2.5 Flash
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Gemini 2.5 Flash$9.50 / mo
In: $3.5Out: $6
Yi-Large$15.00 / mo
In: $10.5Out: $4.5
Estimated Cost Delta

Gemini 2.5 Flash is estimated to save $5.50/month ($66/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Yi-Large:Pick Yi-Large when repo-level coding accuracy is the constraint.
  • 2
    Gemini 2.5 Flash:Pick Gemini 2.5 Flash when time-to-first-token matters more than peak Elo.
  • 3
    Gemini 2.5 Flash:Pick Gemini 2.5 Flash for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsYi-Large

Higher SWE-bench (53.8%).

High-volume chatYi-Large

Lower output list price ($0.3/1M).

Voice / low-latency UIGemini 2.5 Flash

Lower TTFT (110 ms).

Long-document RAGGemini 2.5 Flash

Larger window (1M).

Screenshots / visionGemini 2.5 Flash

Gemini 2.5 Flash is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsYi-LargeHigher SWE-bench (53.8%).
High-volume chatYi-LargeLower output list price ($0.3/1M).
Voice / low-latency UIGemini 2.5 FlashLower TTFT (110 ms).
Long-document RAGGemini 2.5 FlashLarger window (1M).
Screenshots / visionGemini 2.5 FlashGemini 2.5 Flash is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchMar 25, 2025

Gemini 2.5 Flash: previous Google speed workhorse, still a baseline

Useful as a cheap historical compare. 3.7 Flash is the 2026 volume SKU.

Community Sentiment

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Google

Gemini 2.5 Flash

Elo 1,295
SWE-bench48%
Speed (tok/s)185 tok/s
Input / 1M Tokens$0.1/1M
Output / 1M Tokens$0.4/1M
01.AI

Yi-Large

Elo 1,430
SWE-bench53.8%
Speed (tok/s)90 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$0.3/1M

Frequently Asked Questions

Which is better overall, Gemini 2.5 Flash or Yi-Large?
Yi-Large has the higher preference Elo in our latest snapshot (1,430). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 2.5 Flash or Yi-Large?
Yi-Large leads SWE-bench at 53.8% vs 48%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Yi-Large output tokens are $0.3/1M versus $0.4/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 2.5 Flash or Yi-Large?
Gemini 2.5 Flash has the lower time-to-first-token (110 ms vs 220 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Gemini 2.5 Flash accepts 1M tokens versus 33k.
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. Gemini 2.5 Flash and Yi-Large Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Mar 25, 2025

    Gemini 2.5 Flash: previous Google speed workhorse, still a baseline

Similar Head-to-Head Comparisons

All Gemini 2.5 Flash matchups →|All Yi-Large matchups →
Gemini 2.5 Flash vs Gemini 2.0 Flash Thinking (previous gemini-flash)Gemini 2.5 Flash vs Gemini 3 Flash (next gemini-flash)Yi-Large vs Yi-Lightning (next other)Gemini 3 Pro vs Yi-LargeGemini 3 Flash vs Yi-LargeGemini 2.0 Flash Thinking vs Yi-Large