LLM Comparison

SWE-2 vs Gemini 3.8 Flash: benchmark scores, pricing & comparison.

Side-by-side SWE-2 vs Gemini 3.8 Flash comparison across SWE-bench, GPQA, HLE, Terminal-Bench, coding agent scores, token pricing, context window, and AskClash RWT. Green marks the winner on each benchmark.

Open live leaderboardSWE-2 model pageGemini 3.8 Flash model page
Rank #10 vs #11AskClash overall scores 66.3 vs 65.9.
Pricing $0/$0 vs $1.50/$7.50Input and output token prices per 1M tokens when published.
Proprietary vs ProprietaryCognition vs Google.

SWE-2 vs Gemini 3.8 Flash benchmark comparison

Green cells highlight the winning model for each metric. Scores are cached from the AskClash LLM leaderboard snapshot.

MetricSWE-2Gemini 3.8 Flash
Overall Score66.365.9
Leaderboard Rank#10#11
ACB60.061.1
RWT8.5—
Coding Agent Index51.941.9
HLE43.554.9
GPQA93.595.3
SWE-Atlas66.145.2
Terminal-Bench92.889.4
DeepSWE73.073.8
GDPval-AA1668.01545.0
MCP Atlas84.2—
Finance Agent54.461.4
CharXiv84.886.2
MMMU-Pro81.685.6
Input Price (per 1M tokens)$0$1.50
Output Price (per 1M tokens)$0$7.50
Context Window256K1M
Benchmarks Published1312

SWE-2 vs Gemini 3.8 Flash head-to-head charts

SWE-2 leads 5 and Gemini 3.8 Flash leads 7 of 12 shared benchmarks. SWE-2 is cheaper on a defined 1M-input / 200K-output workload. Charts show only benchmarks both models publish.

SWE-2Gemini 3.8 Flash
Overall
66.3SWE-2
65.9Gemini 3.8 Flash
ACB
60.0SWE-2
61.1Gemini 3.8 Flash
Coding Agent Index
51.9SWE-2
41.9Gemini 3.8 Flash
HLE
43.5SWE-2
54.9Gemini 3.8 Flash
GPQA
93.5SWE-2
95.3Gemini 3.8 Flash
SWE-Atlas
66.1SWE-2
45.2Gemini 3.8 Flash
Terminal-Bench
92.8SWE-2
89.4Gemini 3.8 Flash
DeepSWE
73.0SWE-2
73.8Gemini 3.8 Flash
GDPval-AA
1668.0SWE-2
1545.0Gemini 3.8 Flash
Finance Agent
54.4SWE-2
61.4Gemini 3.8 Flash
CharXiv
84.8SWE-2
86.2Gemini 3.8 Flash
MMMU-Pro
81.6SWE-2
85.6Gemini 3.8 Flash
SWE-2
Input$0
Output$0
Workload$0.00
Context256K
Gemini 3.8 Flash
Input$1.50
Output$7.50
Workload$3.00
Context1M

Workload = published cost of 1M input + 200K output tokens. Open the live leaderboard for interactive compare charts.

More SWE-2 and Gemini 3.8 Flash comparisons

Explore how SWE-2 and Gemini 3.8 Flash stack up against other top-ranked LLMs.

Claude Fable 5.1 vs SWE-2Claude Fable 5.1 vs Gemini 3.8 FlashClaude Fable 5 vs SWE-2Claude Fable 5 vs Gemini 3.8 FlashClaude Opus 5 vs SWE-2Claude Opus 5 vs Gemini 3.8 FlashGPT-5.6 Sol vs SWE-2GPT-5.6 Sol vs Gemini 3.8 FlashQwen3.8 Max vs SWE-2Qwen3.8 Max vs Gemini 3.8 Flash

How to read this comparison

Benchmark scores

Higher is better for all benchmark scores (SWE-bench, GPQA, HLE, Terminal-Bench, etc.). Green marks the model with the higher score.

Token pricing

Lower is better for input and output prices. Green marks the cheaper model per 1M tokens.

Coverage matters

Models with fewer disclosed benchmark cells may have inflated percentile scores. Check the benchmark cell count for context.

This comparison page is generated from the AskClash LLM leaderboard cache. Open the live leaderboard for real-time scores and interactive filtering.