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GoogleTable chart · 102 points · Google

Gemini 3.8 Flash vs. Other Models

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Estimated from the image 62%All Google modelsAll chart data
Chart by Google. Source: x.com

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The numbers

First 10 of 102 points are free
GroupSeriesValueSourceConf.
Input price $/1M tokens, no cachingGemini 3.8 Flash0.75Estimate0.97
Input price $/1M tokens, no cachingGemini 3.7 Flash0.75Estimate0.97
Input price $/1M tokens, no cachingClaude Opus 55Estimate0.97
Input price $/1M tokens, no cachingClaude Sonnet 52Estimate0.97
Input price $/1M tokens, no cachingGPT-5.6 Sol4Estimate0.97
Input price $/1M tokens, no cachingGPT-5.6 Terra2Estimate0.97
Output price $/1M tokensGemini 3.8 Flash3.75Estimate0.97
Output price $/1M tokensGemini 3.7 Flash3.75Estimate0.97
Output price $/1M tokensClaude Opus 525Estimate0.97
Output price $/1M tokensClaude Sonnet 510Estimate0.97

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Output price $/1M tokensGPT-5.6 Sol20Estimate0.97
Output price $/1M tokensGPT-5.6 Terra12Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringGemini 3.8 Flash73.7Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringGemini 3.7 Flash65.3Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringClaude Opus 574Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringClaude Sonnet 553.8Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringGPT-5.6 Sol72.7Estimate0.97
DeepSWE v1.1 Long-horizon software engineeringGPT-5.6 Terra69.6Estimate0.97
GDPVal-AA v2 Vals Finance Agent v2Gemini 3.8 Flash~15.45Estimate0.50
GDPVal-AA v2 Vals Finance Agent v2Gemini 3.7 Flash~14.82Estimate0.50
GDPVal-AA v2 Vals Finance Agent v2Claude Opus 5~18.24Estimate0.50
GDPVal-AA v2 Vals Finance Agent v2Claude Sonnet 5~15.84Estimate0.50
GDPVal-AA v2 Vals Finance Agent v2GPT-5.6 Sol~17.1Estimate0.50
GDPVal-AA v2 Vals Finance Agent v2GPT-5.6 Terra~15.28Estimate0.50
Harvey's Legal Agent Benchmark Complex legal workflowsGemini 3.8 Flash~61.4Estimate0.30
Harvey's Legal Agent Benchmark Complex legal workflowsGemini 3.7 Flash~59Estimate0.30
Harvey's Legal Agent Benchmark Complex legal workflowsClaude Opus 5~58.6Estimate0.30
Harvey's Legal Agent Benchmark Complex legal workflowsClaude Sonnet 5~53.9Estimate0.30
Harvey's Legal Agent Benchmark Complex legal workflowsGPT-5.6 Sol~53.8Estimate0.30
Harvey's Legal Agent Benchmark Complex legal workflowsGPT-5.6 Terra~54.4Estimate0.30
Terminal-bench 2.1 Agentic terminal codingGemini 3.8 Flash~10Estimate0.30
Terminal-bench 2.1 Agentic terminal codingGemini 3.7 Flash~8.8Estimate0.30
Terminal-bench 2.1 Agentic terminal codingClaude Opus 5~6.7Estimate0.30
Terminal-bench 2.1 Agentic terminal codingClaude Sonnet 5~5Estimate0.30
Terminal-bench 2.1 Agentic terminal codingGPT-5.6 Sol~2.5Estimate0.30
Terminal-bench 2.1 Agentic terminal codingGPT-5.6 Terra~0.8Estimate0.30
Terminal-bench 4.0 Agentic terminal codingGemini 3.8 Flash~89.1Estimate0.30
Terminal-bench 4.0 Agentic terminal codingGemini 3.7 Flash~19.1Estimate0.30
Terminal-bench 4.0 Agentic terminal codingClaude Opus 5~11.2Estimate0.30
Terminal-bench 4.0 Agentic terminal codingClaude Sonnet 5~51.8Estimate0.30
Terminal-bench 4.0 Agentic terminal codingGPT-5.6 Sol~80.4Estimate0.30
Terminal-bench 4.0 Agentic terminal codingGPT-5.6 Terra~87.4Estimate0.30
GDP-PDF Expert PDF document comprehensionGemini 3.8 Flash~35Estimate0.50
GDP-PDF Expert PDF document comprehensionGemini 3.7 Flash~34Estimate0.50
GDP-PDF Expert PDF document comprehensionClaude Opus 5~37Estimate0.50
GDP-PDF Expert PDF document comprehensionClaude Sonnet 5~28Estimate0.50
GDP-PDF Expert PDF document comprehensionGPT-5.6 Sol~40Estimate0.50
GDP-PDF Expert PDF document comprehensionGPT-5.6 Terra~29Estimate0.50
CharXiv ReasoningGemini 3.8 Flash~86.2Estimate0.30
CharXiv ReasoningGemini 3.7 Flash~84.5Estimate0.30
CharXiv ReasoningClaude Opus 5~83.7Estimate0.30
CharXiv ReasoningClaude Sonnet 5~70.1Estimate0.30
CharXiv ReasoningGPT-5.6 Sol~85.8Estimate0.30
CharXiv ReasoningGPT-5.6 Terra~85.9Estimate0.30
HLE-Verified Multidisciplinary expert reasoningGemini 3.8 Flash~87.8Estimate0.30
HLE-Verified Multidisciplinary expert reasoningGemini 3.7 Flash~87.1Estimate0.30
HLE-Verified Multidisciplinary expert reasoningClaude Opus 5~53.6Estimate0.30
HLE-Verified Multidisciplinary expert reasoningClaude Sonnet 5~54.4Estimate0.30
HLE-Verified Multidisciplinary expert reasoningGPT-5.6 Sol~68.5Estimate0.30
HLE-Verified Multidisciplinary expert reasoningGPT-5.6 Terra~82.1Estimate0.30
HLE-Verified Multidisciplinary expert reasoningGemini 3.8 Flash~54.9Estimate0.50
HLE-Verified Multidisciplinary expert reasoningGemini 3.7 Flash~53.6Estimate0.50
HLE-Verified Multidisciplinary expert reasoningClaude Opus 5~54.4Estimate0.50
HLE-Verified Multidisciplinary expert reasoningClaude Sonnet 5~31Estimate0.50
HLE-Verified Multidisciplinary expert reasoningGPT-5.6 Sol~54.5Estimate0.50
HLE-Verified Multidisciplinary expert reasoningGPT-5.6 Terra~51.1Estimate0.50
OSWorld-2.0 Agentic computer useGemini 3.8 Flash59Estimate0.97
OSWorld-2.0 Agentic computer useGemini 3.7 Flash50.6Estimate0.97
OSWorld-2.0 Agentic computer useClaude Opus 575.4Estimate0.97
OSWorld-2.0 Agentic computer useClaude Sonnet 542.6Estimate0.97
OSWorld-2.0 Agentic computer useGPT-5.6 Sol62.6Estimate0.97
OSWorld-2.0 Agentic computer useGPT-5.6 Terra50.2Estimate0.97
BioMysteryBench Bioinformatics research workflowsGemini 3.8 Flash88.8Estimate0.97
BioMysteryBench Bioinformatics research workflowsGemini 3.7 Flash87.1Estimate0.97
BioMysteryBench Bioinformatics research workflowsClaude Opus 5~90.1Estimate0.30
BioMysteryBench Bioinformatics research workflowsClaude Sonnet 5~87.5Estimate0.30
BioMysteryBench Bioinformatics research workflowsGPT-5.6 Sol79.5Estimate0.97
BioMysteryBench Bioinformatics research workflowsGPT-5.6 Terra83.8Estimate0.97
LABBench2 Biology real-world research tasksGemini 3.8 Flash56.5Estimate0.97
LABBench2 Biology real-world research tasksGemini 3.7 Flash43.5Estimate0.97
LABBench2 Biology real-world research tasksClaude Opus 549.4Estimate0.97
LABBench2 Biology real-world research tasksClaude Sonnet 534.1Estimate0.97
LABBench2 Biology real-world research tasksGPT-5.6 Sol44.7Estimate0.97
LABBench2 Biology real-world research tasksGPT-5.6 Terra49.4Estimate0.97
LABBench2 Biology real-world research tasksGemini 3.8 Flash86.2Estimate0.97
LABBench2 Biology real-world research tasksGemini 3.7 Flash82.1Estimate0.97
LABBench2 Biology real-world research tasksClaude Opus 584.2Estimate0.97
LABBench2 Biology real-world research tasksClaude Sonnet 580.1Estimate0.97
LABBench2 Biology real-world research tasksGPT-5.6 Sol82.1Estimate0.97
LABBench2 Biology real-world research tasksGPT-5.6 Terra81.2Estimate0.97
Vals Finance Agent v2 Financial analyst tasksGemini 3.8 Flash~61.4Estimate0.50
GDPR PDF Expert PDF document comprehensionGemini 3.8 Flash~86.2Estimate0.50
Vals Finance Agent v2 Financial analyst tasksGemini 3.7 Flash~59Estimate0.50
GDPR PDF Expert PDF document comprehensionGemini 3.7 Flash~84.5Estimate0.50
Vals Finance Agent v2 Financial analyst tasksClaude Opus 5~58.6Estimate0.50
GDPR PDF Expert PDF document comprehensionClaude Opus 5~83.7Estimate0.50
Vals Finance Agent v2 Financial analyst tasksClaude Sonnet 5~53.9Estimate0.50
GDPR PDF Expert PDF document comprehensionClaude Sonnet 5~28Estimate0.50
Vals Finance Agent v2 Financial analyst tasksGPT-5.6 Sol~53.8Estimate0.50
GDPR PDF Expert PDF document comprehensionGPT-5.6 Sol~40Estimate0.50
Vals Finance Agent v2 Financial analyst tasksGPT-5.6 Terra~52.8Estimate0.50
GDPR PDF Expert PDF document comprehensionGPT-5.6 Terra~29Estimate0.50
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On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 9aed29b885a8.

PathReturnsPlan
GET/api/v1/charts/9aed29b885a8Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/9aed29b885a8/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/9aed29b885a8/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/9aed29b885a8/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

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