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Precision Benchmarks

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Every score has a dated snapshot.

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  3. Gemini 2.5 Flash vs Kimi Chat 1.5

Pairwise benchmark snapshot · Aug 1, 2026

Gemini 2.5 Flash vs Kimi Chat 1.5 benchmark

In this head-to-head showdown, Kimi Chat 1.5 delivers higher overall intelligence and human-preferred responses (Elo 1,420 vs 1,295), while Kimi Chat 1.5 leads in SWE-bench software engineering benchmarks (51%), while Gemini 2.5 Flash is more budget-friendly at $0.4/1M 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 Kimi Chat 1.5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Gemini 2.5 Flash 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

Gemini 2.5 Flash (4)Kimi Chat 1.5 (5)
Gemini 2.5 Flash
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Kimi Chat 1.5
5 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
Google
Leads 4 of 9 metrics
Gemini 2.5 Flash

Previous Google speed workhorse.

2.5 FlashElo 1,295$0.4/1M out
Moonshot
Leads 5 of 9 metrics
Kimi Chat 1.5

Moonshot ultra-long context model supporting up to 2 million tokens per request.

2M ContextElo 1,420$0.8/1M out

Gemini 2.5 Series Lineage & Sibling Variants

2 models

Currently comparing Gemini 2.5 Flash vs Kimi Chat 1.5. 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 LeaderKimi Chat 1.5 Wins

Kimi Chat 1.5

Δ 125 Arena Elo pts

Throughput LeaderGemini 2.5 Flash Wins

Gemini 2.5 Flash

185 tok/s

Value per Dollar LeaderGemini 2.5 Flash Wins

Gemini 2.5 Flash

$0.4 / 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.

Gemini 2.5 Flash (4)vsKimi Chat 1.5 (6)
Gemini 2.5 Flash: 4W (40%)Overall: Kimi Chat 1.5Kimi Chat 1.5: 6W (60%)
← Gemini 2.5 FlashKimi Chat 1.5 →
🏆Kimi Chat 1.5(5/5)

Intelligence & Reasoning

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

Benchmark
Gemini 2.5 FlashvsKimi Chat 1.5
Preference Elo
1,295vs1,420+125
Coding Elo
—vs1,390
SWE-bench
48%vs51%+3%
LiveBench
51.4%vs58%+6.6%
GPQA Diamond
68.2%vs71.5%+3.3%
Gemini 2.5 Flash: 0WKimi Chat 1.5: 5W
🏆Gemini 2.5 Flash(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Gemini 2.5 FlashvsKimi Chat 1.5
Output speed
185 tok/svs95 tok/s+90 tok/s
Time to first token
110 msvs210 ms+100 ms
Gemini 2.5 Flash: 2WKimi Chat 1.5: 0W
🏆Gemini 2.5 Flash(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Gemini 2.5 FlashvsKimi Chat 1.5
Output price
$0.4/1Mvs$0.8/1M+$0.4/1M
Input price
$0.1/1Mvs$0.2/1M+$0.1/1M
Context window
1Mvs2M+1M
Gemini 2.5 Flash: 2WKimi Chat 1.5: 1W

Side-by-Side Benchmark Matrix

Preference Elo+125
Gemini 2.5 Flash1,295
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.51,420
seed-bootstrap · Aug 1, 2026
Coding Elo
Gemini 2.5 Flash—
Kimi Chat 1.51,390
seed-bootstrap · Aug 1, 2026
LiveBench+6.6%
Gemini 2.5 Flash51.4%
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.558%
seed-bootstrap · Aug 1, 2026
SWE-bench+3%
Gemini 2.5 Flash48%
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.551%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+3.3%
Gemini 2.5 Flash68.2%
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.571.5%
seed-bootstrap · Aug 1, 2026
Time to first token+100 ms
Gemini 2.5 Flash110 ms
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.5210 ms
seed-bootstrap · Aug 1, 2026
Output speed+90 tok/s
Gemini 2.5 Flash185 tok/s
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.595 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.1/1M
Gemini 2.5 Flash$0.1/1M
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.5$0.2/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.4/1M
Gemini 2.5 Flash$0.4/1M
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.5$0.8/1M
seed-bootstrap · Aug 1, 2026
Context window+1M
Gemini 2.5 Flash1M
seed-bootstrap · Aug 1, 2026
Kimi Chat 1.52M
seed-bootstrap · Aug 1, 2026
BenchmarkGemini 2.5 FlashKimi Chat 1.5Advantage Delta
Preference Elo
1,295
seed-bootstrap · Aug 1, 2026
1,420
seed-bootstrap · Aug 1, 2026
+125
Coding Elo—
1,390
seed-bootstrap · Aug 1, 2026
—
LiveBench
51.4%
seed-bootstrap · Aug 1, 2026
58%
seed-bootstrap · Aug 1, 2026
+6.6%
SWE-bench
48%
seed-bootstrap · Aug 1, 2026
51%
seed-bootstrap · Aug 1, 2026
+3%
GPQA Diamond
68.2%
seed-bootstrap · Aug 1, 2026
71.5%
seed-bootstrap · Aug 1, 2026
+3.3%
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
210 ms
seed-bootstrap · Aug 1, 2026
+100 ms
Output speed
185 tok/s
seed-bootstrap · Aug 1, 2026
95 tok/s
seed-bootstrap · Aug 1, 2026
+90 tok/s
Input price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$0.2/1M
seed-bootstrap · Aug 1, 2026
+$0.1/1M
Output price
$0.4/1M
seed-bootstrap · Aug 1, 2026
$0.8/1M
seed-bootstrap · Aug 1, 2026
+$0.4/1M
Context window
1M
seed-bootstrap · Aug 1, 2026
2M
seed-bootstrap · Aug 1, 2026
+1M
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 50% 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
Kimi Chat 1.5$19.00 / mo
In: $7Out: $12
Estimated Cost Delta

Gemini 2.5 Flash is estimated to save $9.50/month ($114/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Kimi Chat 1.5:Pick Kimi Chat 1.5 when repo-level coding accuracy is the constraint.
  • 2
    Gemini 2.5 Flash:Pick Gemini 2.5 Flash when you are optimizing output cost.
  • 3
    Gemini 2.5 Flash:Pick Gemini 2.5 Flash when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsKimi Chat 1.5

Higher SWE-bench (51%).

High-volume chatGemini 2.5 Flash

Lower output list price ($0.4/1M).

Voice / low-latency UIGemini 2.5 Flash

Lower TTFT (110 ms).

Long-document RAGKimi Chat 1.5

Larger window (2M).

Screenshots / visionGemini 2.5 Flash

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsKimi Chat 1.5Higher SWE-bench (51%).
High-volume chatGemini 2.5 FlashLower output list price ($0.4/1M).
Voice / low-latency UIGemini 2.5 FlashLower TTFT (110 ms).
Long-document RAGKimi Chat 1.5Larger window (2M).
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
Moonshot

Kimi Chat 1.5

Elo 1,420
SWE-bench51%
Speed (tok/s)95 tok/s
Input / 1M Tokens$0.2/1M
Output / 1M Tokens$0.8/1M

Frequently Asked Questions

Which is better overall, Gemini 2.5 Flash or Kimi Chat 1.5?
Kimi Chat 1.5 has the higher preference Elo in our latest snapshot (1,420). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 2.5 Flash or Kimi Chat 1.5?
Kimi Chat 1.5 leads SWE-bench at 51% vs 48%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Gemini 2.5 Flash output tokens are $0.4/1M versus $0.8/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 2.5 Flash or Kimi Chat 1.5?
Gemini 2.5 Flash has the lower time-to-first-token (110 ms vs 210 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Kimi Chat 1.5 accepts 2M tokens versus 1M.
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 Kimi Chat 1.5 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 Kimi Chat 1.5 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)Kimi Chat 1.5 vs Kimi K2 (next kimi)Gemini 3 Pro vs Kimi Chat 1.5Gemini 3 Flash vs Kimi Chat 1.5Kimi K3 vs Kimi Chat 1.5