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Oct 15Micron Technology reported fiscal-year revenue of $133.2B·Oct 15GLM 5.3 Flash pricing increased 317%·Oct 15GPT-5.6 Sol (batch) pricing increased 100%·Oct 15MiniMax M2.5 pricing dropped 12%·Oct 15DeepSeek V4 Flash 0731 pricing increased 132%·Oct 15DeepSeek V4 Pro pricing increased 358%·Oct 15Kimi K3 pricing dropped 53%·Oct 15Nemotron 3.5 Lightning pricing increased 25%·Oct 15DeepSeek V3 pricing increased 24%·Oct 15Qwen3 VL 8B Instruct pricing increased 114%·Oct 15DeepSeek V4 Flash pricing increased 564%·Oct 15GPT-5.6 Sol Pro (batch) pricing increased 100%·Oct 15GLM 5 pricing increased 67%·Oct 15MiniMax M2.7 pricing increased 43%·Oct 15New model: LFM2.5-24B-A2B by liquid·Oct 15New model: Gemini 4 Argon by Google DeepMind·Oct 15New model: Gemini 4 Argon (batch) by Google DeepMind·Oct 15New model: Step 5 Preview by stepfun·Oct 14Replit headcount now 251·Oct 14Labelbox valuation now $1.3B·Oct 8New model: Claude Haiku 5.5 by Anthropic·Oct 8New model: Claude Haiku 5.5 (batch) by Anthropic·Oct 8New model: Nano Banana 2.1 by Google DeepMind·Oct 8New model: Mistral Large 4 by Mistral AI·Oct 6Moonshot AI valuation now $50.0B·Oct 6Moonshot AI annualized revenue now $1.0B·Oct 6DeepSeek V4 Pro 0813 pricing increased 140%·Oct 5Nemotron 3.5 Lightning pricing dropped 6%·Oct 4DeepSeek V4 Flash 0731 pricing increased 198%·Oct 3Micron Technology reported fiscal-year revenue of $37.4B·Oct 3Baidu reported fiscal-year revenue of $18.5B·Oct 3Alibaba (Qwen) reported fiscal-year revenue of $148.4B·Oct 3NVIDIA reported fiscal-year revenue of $215.9B·Oct 3Microsoft reported fiscal-year revenue of $331.8B·Oct 3Amazon (AWS) reported fiscal-year revenue of $716.9B·Oct 3CoreWeave reported fiscal-year revenue of $5.1B·Oct 3Alphabet (Google) reported fiscal-year revenue of $402.8B·Oct 3Meta Platforms reported fiscal-year revenue of $201.0B·Oct 3IREN reported fiscal-year revenue of $0.7B·Oct 3Nebius reported fiscal-year revenue of $0.5B·Oct 3Applied Digital reported fiscal-year revenue of $0.6B·Oct 3Broadcom reported fiscal-year revenue of $63.9B·Oct 3AMD reported fiscal-year revenue of $34.6B·Oct 3Intel reported fiscal-year revenue of $52.9B·Oct 3Qualcomm reported fiscal-year revenue of $44.3B·Oct 3Marvell Technology reported fiscal-year revenue of $8.2B·Oct 3Switchyard added·Oct 3Kimi K2.6 pricing increased 119%·Oct 3Gemma 4 26B A4B pricing dropped 12%·Oct 3Nemotron 3.5 Lightning pricing increased 6%·Oct 15Micron Technology reported fiscal-year revenue of $133.2B·Oct 15GLM 5.3 Flash pricing increased 317%·Oct 15GPT-5.6 Sol (batch) pricing increased 100%·Oct 15MiniMax M2.5 pricing dropped 12%·Oct 15DeepSeek V4 Flash 0731 pricing increased 132%·Oct 15DeepSeek V4 Pro pricing increased 358%·Oct 15Kimi K3 pricing dropped 53%·Oct 15Nemotron 3.5 Lightning pricing increased 25%·Oct 15DeepSeek V3 pricing increased 24%·Oct 15Qwen3 VL 8B Instruct pricing increased 114%·Oct 15DeepSeek V4 Flash pricing increased 564%·Oct 15GPT-5.6 Sol Pro (batch) pricing increased 100%·Oct 15GLM 5 pricing increased 67%·Oct 15MiniMax M2.7 pricing increased 43%·Oct 15New model: LFM2.5-24B-A2B by liquid·Oct 15New model: Gemini 4 Argon by Google DeepMind·Oct 15New model: Gemini 4 Argon (batch) by Google DeepMind·Oct 15New model: Step 5 Preview by stepfun·Oct 14Replit headcount now 251·Oct 14Labelbox valuation now $1.3B·Oct 8New model: Claude Haiku 5.5 by Anthropic·Oct 8New model: Claude Haiku 5.5 (batch) by Anthropic·Oct 8New model: Nano Banana 2.1 by Google DeepMind·Oct 8New model: Mistral Large 4 by Mistral AI·Oct 6Moonshot AI valuation now $50.0B·Oct 6Moonshot AI annualized revenue now $1.0B·Oct 6DeepSeek V4 Pro 0813 pricing increased 140%·Oct 5Nemotron 3.5 Lightning pricing dropped 6%·Oct 4DeepSeek V4 Flash 0731 pricing increased 198%·Oct 3Micron Technology reported fiscal-year revenue of $37.4B·Oct 3Baidu reported fiscal-year revenue of $18.5B·Oct 3Alibaba (Qwen) reported fiscal-year revenue of $148.4B·Oct 3NVIDIA reported fiscal-year revenue of $215.9B·Oct 3Microsoft reported fiscal-year revenue of $331.8B·Oct 3Amazon (AWS) reported fiscal-year revenue of $716.9B·Oct 3CoreWeave reported fiscal-year revenue of $5.1B·Oct 3Alphabet (Google) reported fiscal-year revenue of $402.8B·Oct 3Meta Platforms reported fiscal-year revenue of $201.0B·Oct 3IREN reported fiscal-year revenue of $0.7B·Oct 3Nebius reported fiscal-year revenue of $0.5B·Oct 3Applied Digital reported fiscal-year revenue of $0.6B·Oct 3Broadcom reported fiscal-year revenue of $63.9B·Oct 3AMD reported fiscal-year revenue of $34.6B·Oct 3Intel reported fiscal-year revenue of $52.9B·Oct 3Qualcomm reported fiscal-year revenue of $44.3B·Oct 3Marvell Technology reported fiscal-year revenue of $8.2B·Oct 3Switchyard added·Oct 3Kimi K2.6 pricing increased 119%·Oct 3Gemma 4 26B A4B pricing dropped 12%·Oct 3Nemotron 3.5 Lightning pricing increased 6%·
The AI Economy, Tracked.
Today in AI · GLM 5.3 Flash pricing increased 317%
Pulse35·frothy
Bubble277%·frothy
Open Source50.9%
Frontier Race
GPT-5.5 Pro
#1
99.6
$30.00/M
GPT-6 Astra
#2
95.6
$10.00/M
DeepSeek V3.2 Speciale
#3
95.2
$0.40/M
GPT-6.1 Sol
#4
93.5
$2.00/M
Claude Opus 5.5
#5
91.9
$4.00/M
Step 3.5 Flash
#6
89.5
$0.10/M
GPT-5 Chat
#7
89.0
$1.25/M
Gemini 4 Argon
#8
88.6
$2.00/M
Claude Opus 5
#9
86.0
$5.00/M
GPT-5.1-Codex-Max
#10
85.6
$1.25/M
Claude Fable 5.1
#11
84.5
$10.00/M
Claude Fable 5
#12
83.6
$10.00/M
Claude Opus 4.6 (Fast)
#13
83.3
$30.00/M
Bar width · avg benchmark score · Color · category
Mindshare Arena
Tile size · share of voice · green · rising this week · red · falling
The Pulse
Gecko Pulse
35
frothy
7d · tracking since 2026-10-03
healthyfrothyoverheatedbubble
Bubble Index · components
Valuation Premiumhealthy72
Funding Accelerationmoderate138
Concentration Riskhealthy25
Revenue Qualityhealthy17
Capex · Revenue Gaphealthy26
Largest driver · Funding Acceleration · 138 of 277 pts · company data as of 2026-10-15
AI Bubble Index277%
HealthyFrothyOverheatedBubble
Gecko Tests · our own data
From the Lab
-53%Kimi K3 price cut 53%Finding · 2026-10-16Day 1Claude Haiku 5.5 launch report card · BenchGecko's own tests on day oneFinding · 2026-10-152/6DeepSeek V4 Flash 0731 identifies as another lab's model in 2 of 6 answersFinding · 2026-10-05All findingsTop on our tests1. Qwen3.8 Max Prime 812. Claude Opus 5.5 633. Claude Sonnet 5.5 63
Cross-layer insights
Latest Benchmark Results
All →Today in AI
All →Oct 15Micron Technology reported fiscal-year revenue of $133.2BOct 15
GLM 5.3 Flash pricing increased 317%Oct 15
GPT-5.6 Sol (batch) pricing increased 100%Oct 15
MiniMax M2.5 pricing dropped 12%Oct 15
DeepSeek V4 Flash 0731 pricing increased 132%Oct 15DeepSeek V4 Pro pricing increased 358%Oct 15
Kimi K3 pricing dropped 53%Oct 15
Nemotron 3.5 Lightning pricing increased 25%Oct 15DeepSeek V3 pricing increased 24%Oct 15
Qwen3 VL 8B Instruct pricing increased 114%Oct 15DeepSeek V4 Flash pricing increased 564%Oct 15GPT-5.6 Sol Pro (batch) pricing increased 100%
More Indicators
Gecko Pulse
35
frothy · bubble pressure 20, attention 24.
AI Bubble Index
277%
frothy · company data as of 2026-10-15.
Mindshare Pulse
24
2,868 tracked HN mentions this week vs 6,091 average.
AICDI · Compute
61
Significant bottlenecks in AI compute supply chain
Hardware demand
65
Accelerator demand sub-index of AICDI.
FCI · Foundries
83
Foundry concentration index.
MDI · Memory
57
Memory pressure index.
Capex / Revenue
1.3×
Tracked capex vs AI revenue · company data as of 2026-10-15.
The Matrix · Top 20 Models
| # | Benchmarks | ||||
|---|---|---|---|---|---|
| 1 | 99.7 | n/a | 1000K | 14 | |
| 2 | 99.6 | $30.00 | 400K | 3 | |
| 3 | 95.6 | $10.00 | 1050K | 33 | |
| 4 | 95.2 | $0.40 | 164K | 9 | |
| 5 | 93.5 | $2.00 | 1050K | 22 | |
| 6 | 91.9 | $4.00 | 1000K | 27 | |
| 7 | 89.5 | $0.10 | 262K | 10 | |
| 8 | 89.0 | $1.25 | 128K | 7 | |
| 9 | 88.6 | $2.00 | 1049K | 18 | |
| 10 | HA Qwen2.5 72B Instruct Abliterated | 87.2 | n/a | n/a | 6 |
| 11 | 86.0 | $5.00 | 1000K | 23 | |
| 12 | 85.9 | n/a | n/a | 7 | |
| 13 | 85.6 | $1.25 | 400K | 8 | |
| 14 | 84.5 | $10.00 | 1000K | 29 | |
| 15 | 83.6 | $10.00 | 1000K | 30 | |
| 16 | 83.3 | $30.00 | 1000K | 12 | |
| 17 | U PaLM 2-L | 81.8 | n/a | n/a | 4 |
| 18 | 81.7 | $0.09 | 262K | 11 | |
| 19 | 80.9 | $2.00 | 1050K | 26 | |
| 20 | 80.7 | $1.75 | 400K | 9 |
The Stack · 11 Data Layers
Models
Benchmark, price, context · every frontier model
1258 tracked
Providers
Availability matrix across every AI inference provider
276 tracked
Agents
SWE-bench · MLE-bench · OSWorld and more
165 tracked
Benchmarks
Score evolution across every major benchmark
159 tracked
Research
Research library · methods · notes · source maps
Hub
Economy
Bubble Index · valuations · funding · market cap
71 companies
Mindshare
Kaito-style attention tracking across all signals
96 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, training, inference, pricing.
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?›
Models and prices refresh daily from OpenRouter, benchmark scores daily from public leaderboards (Epoch AI, Artificial Analysis, LMArena, LiveBench and others), and Mindshare daily from Hacker News, Wikipedia and GitHub. Each page shows the date its data was last updated.
What is the Gecko Pulse?›
A 0-100 heat score for the AI market: 40% Bubble Index pressure, 20% model release velocity, 20% share of premium-priced models, 20% Mindshare attention. Higher means hotter. Daily values are recorded so changes are real, not estimated.
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?›
OpenRouter list prices, snapshotted daily. Price-change events are only published when a change holds for a full day, so routing flicker is filtered out.
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·Learn · Glossary·Research·Developers