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Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

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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. Gemini 1.5 Pro vs Gemini 3.7 Flash

Pairwise benchmark snapshot · Aug 17, 2026

Gemini 1.5 Pro vs Gemini 3.7 Flash benchmark

In this head-to-head showdown, Gemini 3.7 Flash delivers higher overall intelligence and human-preferred responses (Elo 1,530 vs 1,260), while Gemini 3.7 Flash leads in SWE-bench software engineering benchmarks (72.4%), while Gemini 3.7 Flash is more budget-friendly at $1.875/1M 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: Gemini 3.7 Flash holds the advantage over Gemini 1.5 Pro in overall benchmark performance and human evaluation rankings. Choose Gemini 3.7 Flash for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Executive Verdict Summary

Gemini 3.7 Flash holds empirical advantage (8 of 9 metrics)

Coding / SWESWE-bench
Gemini 3.7 FlashTop code solve rate
ReasoningGPQA / Live
Gemini 3.7 FlashTop logical accuracy
Best Value$/1M Tok
Gemini 3.7 FlashLowest API billing cost
Speed / TokTok/Sec
Gemini 3.7 FlashFastest stream rate

Verified Advantage Breakdown

9 benchmarks evaluated across capability, speed, and cost

Gemini 1.5 Pro (1)Gemini 3.7 Flash (8)
Gemini 1.5 Pro
1 of 9 Wins
✓Context window
Gemini 3.7 Flash
8 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed✓Input price✓Output price
Google
Leads 1 of 9
Gemini 1.5 Pro

First million-token Gemini Pro. Baseline for 1.5 vs 2.5 vs 3.x Pro.

Elo 1,260In: $1.25 · Out: $5/1M
Google
Leads 8 of 9
Gemini 3.7 Flash

Google Aug 13 2026 workhorse. Official intro price $0.75/$3.75 per 1M through Dec 31 2026; 1,048,576-token context (Google blog).

3.7 Flash SpeedElo 1,530In: $0.375 · Out: $1.875/1M
Top Rival Showdowns for Gemini 1.5 Pro
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGemini 3.7 Flash Wins

Gemini 3.7 Flash

Δ 270 Arena Elo pts

Throughput LeaderGemini 3.7 Flash Wins

Gemini 3.7 Flash

215 tok/s

Value per Dollar LeaderGemini 3.7 Flash Wins

Gemini 3.7 Flash

$1.875 / 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.

Gemini 1.5 Pro (1)vsGemini 3.7 Flash (9)
Gemini 1.5 Pro: 1W (10%)Overall: Gemini 3.7 FlashGemini 3.7 Flash: 9W (90%)
← Gemini 1.5 ProGemini 3.7 Flash →
🏆Gemini 3.7 Flash Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Gemini 1.5 ProvsGemini 3.7 Flash
Preference Elo
1,260vs1,530+270
Coding Elo
—vs1,546
SWE-bench
38%vs72.4%+34.4%
LiveBench
49.2%vs69.6%+20.4%
GPQA Diamond
58%vs81.2%+23.2%
Gemini 1.5 Pro: 0WGemini 3.7 Flash: 5W
🏆Gemini 3.7 Flash Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Gemini 1.5 ProvsGemini 3.7 Flash
Output speed
70 tok/svs215 tok/s+145 tok/s
Time to first token
240 msvs82 ms+158 ms
Gemini 1.5 Pro: 0WGemini 3.7 Flash: 2W
🏆Gemini 3.7 Flash Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Gemini 1.5 ProvsGemini 3.7 Flash
Output price
$5/1Mvs$1.875/1M+$3.125/1M
Input price
$1.25/1Mvs$0.375/1M+$0.875/1M
Context window
2Mvs1M+951k
Gemini 1.5 Pro: 1WGemini 3.7 Flash: 2W

Side-by-Side Benchmark Matrix

Gemini 1.5 ProGemini 3.7 Flash
Preference EloGemini 3.7 Flash +270
Gemini 1.5 Pro1,260
Gemini 3.7 Flash1,530
Coding Elo
Gemini 1.5 Pro—
Gemini 3.7 Flash1,546
LiveBenchGemini 3.7 Flash +20.4%
Gemini 1.5 Pro49.2%
Gemini 3.7 Flash69.6%
SWE-benchGemini 3.7 Flash +34.4%
Gemini 1.5 Pro38%
Gemini 3.7 Flash72.4%
GPQA DiamondGemini 3.7 Flash +23.2%
Gemini 1.5 Pro58%
Gemini 3.7 Flash81.2%
Time to first tokenGemini 3.7 Flash +158 ms
Gemini 1.5 Pro240 ms
Gemini 3.7 Flash82 ms
Output speedGemini 3.7 Flash +145 tok/s
Gemini 1.5 Pro70 tok/s
Gemini 3.7 Flash215 tok/s
Input priceGemini 3.7 Flash +$0.875/1M
Gemini 1.5 Pro$1.25/1M
Gemini 3.7 Flash$0.375/1M
Output priceGemini 3.7 Flash +$3.125/1M
Gemini 1.5 Pro$5/1M
Gemini 3.7 Flash$1.875/1M
Context windowGemini 1.5 Pro +951k
Gemini 1.5 Pro2M
Gemini 3.7 Flash1M
BenchmarkGemini 1.5 ProGemini 3.7 FlashAdvantage Delta
Preference Elo
1,260
lmarena · Aug 17, 2026
1,530
lmarena · Aug 16, 2026
+270
Coding Elo—
1,546
lmarena · Aug 16, 2026
—
LiveBench
49.2%
livebench · Aug 17, 2026
69.6%
livebench · Aug 16, 2026
+20.4%
SWE-bench
38%
swebench · Aug 17, 2026
72.4%
swebench · Aug 16, 2026
+34.4%
GPQA Diamond
58%
seed-bootstrap · Aug 1, 2026
81.2%
seed-bootstrap · Aug 16, 2026
+23.2%
Time to first token
240 ms
seed-bootstrap · Aug 1, 2026
82 ms
seed-bootstrap · Aug 16, 2026
+158 ms
Output speed
70 tok/s
seed-bootstrap · Aug 1, 2026
215 tok/s
seed-bootstrap · Aug 16, 2026
+145 tok/s
Input price
$1.25/1M
seed-bootstrap · Aug 1, 2026
$0.375/1M
openrouter · Aug 17, 2026
+$0.875/1M
Output price
$5/1M
seed-bootstrap · Aug 1, 2026
$1.875/1M
openrouter · Aug 17, 2026
+$3.125/1M
Context window
2M
seed-bootstrap · Aug 1, 2026
1M
openrouter · Aug 17, 2026
+951k

Workload Cost & Savings Calculator

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

Save 65% with Gemini 3.7 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 1.5 Pro$118.75 / mo
In: $43.75Out: $75
Gemini 3.7 Flash$41.25 / mo
In: $13.13Out: $28.13
Estimated Cost Delta

Gemini 3.7 Flash is estimated to save $77.50/month ($930/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Gemini 3.7 Flash:Pick Gemini 3.7 Flash when repo-level coding accuracy is the constraint.
  • 2
    Gemini 3.7 Flash:Pick Gemini 3.7 Flash when time-to-first-token matters more than peak Elo.
  • 3
    Gemini 1.5 Pro:Pick Gemini 1.5 Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsGemini 3.7 Flash

Higher SWE-bench (72.4%).

High-volume chatGemini 3.7 Flash

Lower output list price ($1.875/1M).

Voice / low-latency UIGemini 3.7 Flash

Lower TTFT (82 ms).

Long-document RAGGemini 1.5 Pro

Larger window (2M).

Screenshots / visionGemini 3.7 Flash

Both accept images. Defaulting to the higher-Elo side (Gemini 3.7 Flash).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGemini 3.7 FlashHigher SWE-bench (72.4%).
High-volume chatGemini 3.7 FlashLower output list price ($1.875/1M).
Voice / low-latency UIGemini 3.7 FlashLower TTFT (82 ms).
Long-document RAGGemini 1.5 ProLarger window (2M).
Screenshots / visionGemini 3.7 FlashBoth accept images. Defaulting to the higher-Elo side (Gemini 3.7 Flash).

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 13, 2026

Gemini Flash vs Pro: when Flash is the whole product

3.7 Flash vs 3.6 Pro is the current Google volume-versus-upgrade pair.

priceAug 13, 2026

Gemini 3.6 Flash (Jul 21) now shares the 3.7 intro rate

Jul 21 workhorse that inherited $0.75/$3.75 through year-end. Keep the row; 3.7 is the newer sibling.

launchAug 13, 2026

Gemini 3.7 Flash (Aug 13): $0.75/$3.75 intro through Dec 31 2026

Google’s current workhorse drop. Official intro list and 1,048,576-token context. Compare to Luna and Haiku.

launchJul 15, 2026

Gemini 3.6 Pro: Google’s current Pro-class long-context row

2M context, Pro-class Elo and coding. Upgrade path from Flash is this page, not a vibe check.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Google

Gemini 1.5 Pro

Elo 1,260
SWE-bench38%
Speed (tok/s)70 tok/s
Input / 1M Tokens$1.25/1M
Output / 1M Tokens$5/1M
Google

Gemini 3.7 Flash

Elo 1,530
SWE-bench72.4%
Speed (tok/s)215 tok/s
Input / 1M Tokens$0.375/1M
Output / 1M Tokens$1.875/1M

Frequently Asked Questions

Which is better overall, Gemini 1.5 Pro or Gemini 3.7 Flash?
Gemini 3.7 Flash has the higher preference Elo in our latest snapshot (1,530). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 1.5 Pro or Gemini 3.7 Flash?
Gemini 3.7 Flash leads SWE-bench at 72.4% vs 38%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Gemini 3.7 Flash output tokens are $1.875/1M versus $5/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 1.5 Pro or Gemini 3.7 Flash?
Gemini 3.7 Flash has the lower time-to-first-token (82 ms vs 240 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Gemini 1.5 Pro 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 1.5 Pro and Gemini 3.7 Flash Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 13, 2026

    Gemini Flash vs Pro: when Flash is the whole product

  • price · Aug 13, 2026

    Gemini 3.6 Flash (Jul 21) now shares the 3.7 intro rate

  • launch · Aug 13, 2026

    Gemini 3.7 Flash (Aug 13): $0.75/$3.75 intro through Dec 31 2026

  • launch · Jul 15, 2026

    Gemini 3.6 Pro: Google’s current Pro-class long-context row

Similar Head-to-Head Comparisons

All Gemini 1.5 Pro matchups →|All Gemini 3.7 Flash matchups →
Gemini 1.5 Pro vs Gemini 2.5 Pro (next gemini-pro)Gemini 3.7 Flash vs Gemini 3.6 Flash (previous gemini-flash)Gemini 3 Pro vs Gemini 3.7 FlashGemini 3 Flash vs Gemini 3.7 FlashGemini 2.0 Flash Thinking vs Gemini 3.7 FlashGemini 3.6 Pro vs Gemini 3.7 Flash