LIVE
Apr 7Claude Mythos Preview · Anthropic's most capable model arrives·Mar 31GPT-5.4 Nano launched on OpenAI·Mar 31GPT-5.4 Mini joins the OpenAI lineup·Mar 30Claude Opus 4.5 input price dropped · $5.00 per 1M tokens·Mar 30Mistral Small 4 available via Mistral AI·Mar 29Gemini 2.5 Pro scores 94.1% on MMLU·Mar 29Grok 4.20 Multi-Agent Beta enters agent rankings·Mar 28DeepSeek V3.2 output price dropped · $0.38 per 1M tokens·Mar 287 new MCP servers added in dev-tools category·Mar 27Claude Sonnet 4.6 released by Anthropic·Mar 27Claude Opus 4.6 released by Anthropic·Mar 26OTIS Mock AIME 2024-2025 benchmark added·Mar 26Claude Opus 4.1 pricing increased · $15/$75 per 1M tokens·Mar 25Grok 4.20 Beta launched by xAI·Mar 25Inception added as a tracked provider·Mar 24DeepSeek R1 0528 posted 87.2% on GPQA Diamond·Mar 243 new MCP servers in AI/ML category·Mar 23GPT-4o Audio Preview marked as deprecated·Mar 23Mistral Medium 3.1 input price cut to $0.40 per 1M tokens·Mar 22DeepSeek V3.2 Speciale released·Mar 22WeirdML benchmark now tracked on BenchGecko·Mar 20Nemotron 3 Super (120B) launched by NVIDIA·Mar 20Gemini 2.5 Flash Lite priced at $0.10/$0.40 per 1M tokens·Mar 18Mistral Large 3 2512 released by Mistral AI·Mar 18Grok Code Fast 1 added to agent rankings·Mar 16Claude Sonnet 4.5 scores 91.7% on MMLU·Mar 1612 new MCP servers added across 5 categories·Mar 14GPT-5.4 Pro launched · OpenAI's new flagship·Mar 14GPT-5.4 standard tier released by OpenAI·Mar 12Grok 3 Mini marked as deprecated by xAI·Mar 12Llama 3.3 Nemotron Super 49B pricing dropped·Mar 10Liquid added as a tracked provider·Mar 10MiniMax M2.7 released by MiniMax·Mar 8Grok 4 posted 89.4% on GPQA Diamond·Mar 8LAMBADA benchmark scores now tracked·Mar 5Gemini 2.5 Flash output price reduced to $2.50 per 1M tokens·Mar 5Mercury 2 launched by Inception·Mar 3Qwen3.5-Flash released by Alibaba Qwen·Mar 35 new MCP servers added · finance and auth categories·Apr 7Claude Mythos Preview · Anthropic's most capable model arrives·Mar 31GPT-5.4 Nano launched on OpenAI·Mar 31GPT-5.4 Mini joins the OpenAI lineup·Mar 30Claude Opus 4.5 input price dropped · $5.00 per 1M tokens·Mar 30Mistral Small 4 available via Mistral AI·Mar 29Gemini 2.5 Pro scores 94.1% on MMLU·Mar 29Grok 4.20 Multi-Agent Beta enters agent rankings·Mar 28DeepSeek V3.2 output price dropped · $0.38 per 1M tokens·Mar 287 new MCP servers added in dev-tools category·Mar 27Claude Sonnet 4.6 released by Anthropic·Mar 27Claude Opus 4.6 released by Anthropic·Mar 26OTIS Mock AIME 2024-2025 benchmark added·Mar 26Claude Opus 4.1 pricing increased · $15/$75 per 1M tokens·Mar 25Grok 4.20 Beta launched by xAI·Mar 25Inception added as a tracked provider·Mar 24DeepSeek R1 0528 posted 87.2% on GPQA Diamond·Mar 243 new MCP servers in AI/ML category·Mar 23GPT-4o Audio Preview marked as deprecated·Mar 23Mistral Medium 3.1 input price cut to $0.40 per 1M tokens·Mar 22DeepSeek V3.2 Speciale released·Mar 22WeirdML benchmark now tracked on BenchGecko·Mar 20Nemotron 3 Super (120B) launched by NVIDIA·Mar 20Gemini 2.5 Flash Lite priced at $0.10/$0.40 per 1M tokens·Mar 18Mistral Large 3 2512 released by Mistral AI·Mar 18Grok Code Fast 1 added to agent rankings·Mar 16Claude Sonnet 4.5 scores 91.7% on MMLU·Mar 1612 new MCP servers added across 5 categories·Mar 14GPT-5.4 Pro launched · OpenAI's new flagship·Mar 14GPT-5.4 standard tier released by OpenAI·Mar 12Grok 3 Mini marked as deprecated by xAI·Mar 12Llama 3.3 Nemotron Super 49B pricing dropped·Mar 10Liquid added as a tracked provider·Mar 10MiniMax M2.7 released by MiniMax·Mar 8Grok 4 posted 89.4% on GPQA Diamond·Mar 8LAMBADA benchmark scores now tracked·Mar 5Gemini 2.5 Flash output price reduced to $2.50 per 1M tokens·Mar 5Mercury 2 launched by Inception·Mar 3Qwen3.5-Flash released by Alibaba Qwen·Mar 35 new MCP servers added · finance and auth categories·
The AI Economy, Tracked.
AI sits at Pulse 21 (healthy). Bubble Index 278% · frothy. Top mover · Claude Mythos Preview +4.1 pts on 100.0 avg. Open weights hold 16.2% mindshare. The bet is on inference cost.
Live Provider Health · 24hFull status →
Frontier Race
Qwen3.5 397B A17B
96.3
$0.39/M
DeepSeek V3.2 Speciale
95.2
$0.40/M
GPT-5.4 Pro
93.0
$30.00/M
GPT-5.1-Codex-Max
91.2
$1.25/M
Gemini 3.1 Pro Preview
90.0
$2.00/M
Step 3.5 Flash
89.5
$0.10/M
GPT-5 Chat
89.0
$1.25/M
Qwen3.6 Plus
88.7
$0.33/M
GLM 5.1
87.0
$0.95/M
GPT-5.2-Codex
85.4
$1.75/M
Bar width · avg benchmark score · Color · category
Mindshare Arena
Tile size · share of voice · Color · 7d trend (green rising, red falling)
The Pulse
Gecko Pulse
21/100
healthy
7d · +3 pts
Bubble Index · components
Valuation Premiumw40 · +2.1
Funding Accelerationw20 · +1.5
Concentration Riskw15 · 0
Revenue Qualityw15 · +1.4
Capex Gapw10 · +0.3
Biggest mover · Valuation Premium up 2.1 pts
AI Bubble Index278%
HealthyFrothyOverheatedBubble
Cross-layer insights
Latest Benchmark Moves
All →Today in AI
All →Apr 7
Claude Mythos Preview · Anthropic's most capable model arrivesMar 31
GPT-5.4 Nano launched on OpenAIMar 31GPT-5.4 Mini joins the OpenAI lineupMar 30Claude Opus 4.5 input price dropped · $5.00 per 1M tokensMar 30
Mistral Small 4 available via Mistral AIMar 29
Gemini 2.5 Pro scores 94.1% on MMLUMar 29
Grok 4.20 Multi-Agent Beta enters agent rankingsMar 28
DeepSeek V3.2 output price dropped · $0.38 per 1M tokensMar 287 new MCP servers added in dev-tools categoryMar 27Claude Sonnet 4.6 released by AnthropicMar 27Claude Opus 4.6 released by AnthropicMar 26OTIS Mock AIME 2024-2025 benchmark added
More Indicators
Gecko Pulse
21+3
Pulse rose +3 this week · Claude Mythos Preview drove benchmark velocity.
AI Bubble Index
278%↑
frothy · valuation premium leading the move.
Mindshare Pulse
78+12
Narrative energy spread across models · no single winner.
AICDI · Compute
71+2
Data-center intensity climbing · HBM bookings tight.
FCI · Foundries
62+1
TSMC N3 utilisation above 90% · queue deepening.
MDI · Memory
84+4
HBM3E scarcity driving GPU street prices up.
HBM Tension
42+3
Lead times stretching past 52 weeks · supply cliff watch.
Capex / Rev Gap
3.4×+0.2×
Hyperscaler capex outpacing AI revenue by 3.4× · widening.
The Matrix · Top 20 Models
| # | Benchmarks | ||||
|---|---|---|---|---|---|
| 1 | 100.0 | — | 1000K | 14 | |
| 2 | 96.3 | $0.39 | 262K | 11 | |
| 3 | 95.2 | $0.40 | 164K | 9 | |
| 4 | 93.0 | $30.00 | 1050K | 8 | |
| 5 | 91.2 | $1.25 | 400K | 8 | |
| 6 | 90.0 | $2.00 | 1049K | 23 | |
| 7 | 89.5 | $0.10 | 262K | 10 | |
| 8 | 89.0 | $1.25 | 128K | 7 | |
| 9 | 88.7 | $0.33 | 1000K | 11 | |
| 10 | 88.3 | — | — | 11 | |
| 11 | HA Qwen2.5 72B Instruct Abliterated | 87.5 | — | — | 6 |
| 12 | 87.0 | $0.95 | 203K | 12 | |
| 13 | 85.4 | $1.75 | 400K | 9 | |
| 14 | 84.6 | — | — | 4 | |
| 15 | 84.4 | — | — | 7 | |
| 16 | 83.4 | $2.50 | 1050K | 16 | |
| 17 | 83.3 | $30.00 | 1000K | 12 | |
| 18 | 82.8 | $1.25 | 400K | 8 | |
| 19 | 81.7 | $0.09 | 262K | 11 | |
| 20 | 81.3 | — | — | 7 |
The Stack · 10 Data Layers
Models
Benchmark, price, context · every frontier model
973 tracked
Providers
Availability matrix across every AI inference provider
268 tracked
Agents
SWE-bench · MLE-bench · OSWorld and more
165 tracked
Benchmarks
Score evolution across every major benchmark
128 tracked
Economy
Bubble Index · valuations · funding · market cap
71 companies
Mindshare
Kaito-style attention tracking across all signals
93 entities
Infra
Chips · foundries · memory · systems · energy
6 indices
Pricing
Arbitrage finder · substitute finder · free tier tracker
Live
Learn
251 terms · glossary · learning paths
251 terms
Compare
Universal compare · models · agents · providers
15+ routes
Learn AI
All paths →Path · 7 terms
The AI Bubble Explained
Seven terms that decode whether AI is overpriced, fairly priced, or criminally underpriced. Read in order.
Path · 6 terms
Pick an AI Model
Six terms to go from "I need an AI" to "here is the cheapest model that meets my spec."
Path · 7 terms
From Sand to Model
The AI supply chain in 7 terms · foundry, memory, chip, system, datacenter, provider, API.
Featured Indicators
Gecko Pulse
AI ecosystem health · 0-100 composite
See full chart →
AI Bubble Index
Current reading vs dotcom peak
See full chart →
Mindshare Arena
Share of voice across models
See full chart →
Frontier Race
Top models by avg benchmark score
See full chart →
HBM Bandwidth
Memory supply tension index
See full chart →
Parabolic Capex
Hyperscaler AI capex trajectory
See full chart →
Methodology · FAQ · Freshness
Full methodology →How often is BenchGecko data updated?›
Model and benchmark data is refreshed daily from primary sources. Pricing is pulled from every provider API on a rolling basis. Mindshare signals aggregate weekly. The Gecko Pulse recomputes at 00:00 UTC.
What is the Gecko Pulse?›
A 0-100 composite score of the AI economy's health. Blends the inverse Bubble Index, benchmark velocity, price compression, mindshare diversity, and supply-chain tension into a single number. Lower is healthier.
How are benchmark scores normalized?›
Every benchmark is min-max normalized across the full set of scored models. Rankings average normalized scores across ≥3 benchmarks per model to avoid over-weighting any single test.
Where does pricing data come from?›
Direct provider API responses · OpenRouter, OpenAI, Anthropic, Google, xAI, DeepSeek, Mistral and others. Every snapshot is cached with source attribution on the model detail page.
Can I cite BenchGecko data?›
Yes. Every page ships a Share & Cite bar with APA, MLA, BibTeX, Chicago, and plain-text formats. Attribution is required on the free API tier and encouraged everywhere.
Sources ·OpenRouterEpoch AISWE-benchMCP RegistryChatbot ArenaHuggingFaceLiveBenchArtificial AnalysisSEALAider
Updated 2h ago · 10+ authoritative sources · zero editorial content