R
Runway
VIDEO · EDITORIAL SHORTLISTOur pick for generation-led video workflows. Credit consumption varies by model; budget for iteration.
Explore capabilities & plans ↗ YOUR TASK. YOUR BUDGET. YOUR NEXT AI TOOL.
Find the right AI.
Make more possible.
Clear recommendations. Useful comparisons. Fewer wrong subscriptions.
Choose tools for the work you want to do—and understand what comes next.
01 / FIND02 / MODELS03 / INSIGHTSINDEPENDENT AI GUIDANCE
START WITH A TASKCreate a video ↗Generate a voiceover ↗Create images ↗Write & research ↗Presentations & office work ↗
01 — TOOLS & AGENTS
Find AI for your next task.
Start with what you want to make.
Find a tool that fits the job.
TOOL & AGENT OF THE DAY / 28 OCT 2026
Turn scattered notes
into a clear plan.
Notion Agent for practical office work: where it helps, what it costs and what still needs your review.
Read the practical guide ↗Editorial recommendation · documented capabilities and limitationsRecommendations consider features, constraints and suitability. Plan details can change; check the linked provider before subscribing.
New guide: presentations, documents & spreadsheets →
D
Descript
VIDEO · EDITORIAL SHORTLISTOur pick for transcript-led editing of recordings. Media-hour and AI-credit allowances affect heavier workloads.
Explore capabilities & plans ↗Ⅱ
ElevenLabs
VOICE · EDITORIAL SHORTLISTOur pick for dedicated narration and dubbing. Commercial use and cloning features depend on the plan.
Explore capabilities & plans ↗F
Adobe Firefly
IMAGES · EDITORIAL SHORTLISTOur pick for Adobe-oriented image workflows. Premium generation uses credits; check the selected model’s terms.
Explore capabilities & plans ↗✳
ChatGPT
WRITING · EDITORIAL SHORTLISTConsider for conversational drafting and brainstorming. Verify factual claims and references before publication.
Explore capabilities & plans ↗✺
Claude
WRITING · EDITORIAL SHORTLISTConsider for drafting and refining documents. Check current usage limits and independently verify factual output.
Explore capabilities & plans ↗TOOLS / COMPARISON GUIDES
Different strengths.
A clearer choice.
Editorial recommendations for specific needs.
Strengths, trade-offs and source-linked plan details.
VIDEO / CREATION & EDITING
Runway vs Descript
Generate a scene or polish a recording? Start with the job.
Read the comparison →VOICE / NARRATION & PODCASTSElevenLabs vs Descript
A dedicated voice workflow or an editing workspace?
Read the comparison →IMAGES / CREATIVE WORKFLOWSFirefly vs Runway
Choose around your main output and existing workflow.
Read the comparison →Our recommendation is about fit.
We weigh documented capabilities, restrictions and cost structure against the task. Prices are dated; promotions, taxes and regional offers may differ. Sponsorship never buys a recommendation.
02 — FRONTIER MODELS
Which AI deserves
your next task?
Compare leading U.S. and Chinese models.
Three benchmarks. Independent perspectives.
NEW · AISTRATICA MODEL PICKS
Best overall: Claude Opus 5.5
Our quality-first editorial choice. Explore task winners, three-source comparison charts and the reasons behind each recommendation.
Find your model ↗THREE LENSES / ONE CLEARER DECISION
Compare models in graphs.
Switch benchmarks to understand where leaders agree—and where they differ.
Epoch AI · General ECI
Snapshot: 25 Oct 2026ECI · bars start at zero
Bars start at zero within each source. Raw scores cannot be compared across sources. Model variants and snapshot dates differ; a missing entry does not mean a zero score. Country groups describe developers, not national capability.
Read our interpretation →MODEL SPOTLIGHT · 28 OCT 2026
Qwen3-Coder-Next
A coding specialist with open weights. Explore the tradeoffs between deployment control, hardware cost and overall capability.
Read the model spotlight ↗Choose for the task.
Specialist usefulness and general intelligence are different questions. Compare evidence, then evaluate your workflow.
Open vs closed: how to choose →Explore detailed rankings and methodology +
Epoch AI · General ECI
25 Oct 2026United States
TOP 5 · ECI01
Claude Opus 5.5Anthropic
169165–174
02
GPT-6 AstraOpenAI
169165–175
03
GPT-6.1 SolOpenAI
168165–174
04
Claude Fable 5.1Anthropic
166163–171
05
Gemini 4 ArgonGoogle DeepMind
166163–172
China
TOP 5 · ECI01
Kimi K3Moonshot
158155–161
02
Qwen 3.8 MaxAlibaba
157155–160
03
GLM-5.3Z.ai
156154–158
04
DeepSeek V4.1 FlashDeepSeek
156154–159
05
DeepSeek V4 Pro 0813DeepSeek
156154–158
Displayed ECI estimates are rounded by the source. Ranges below the scores show 90% confidence intervals. Equal displayed scores retain source order; small gaps need not be statistically meaningful.
Source: Epoch AI · General ECI ↗Snapshot: 25 Oct 2026. Selection, presentation and analysis by AIstratica.
Epoch AI data licensed under CC BY 4.0. Changes: selected rows, editorial country grouping and reformatted display.
Our perspective: these are the highest-scoring model variants within each group, not national AI capability scores. They are not paired head-to-head contests. Country classification and tie handling: see methodology.
Editorial snapshot · checked 25 Oct 2026 · not a live feed
03 — NEWS & INSIGHTS
Understand what
comes next.
AI, semiconductors and the U.S.–China relationship.
Open-weight models, semiconductor strategy and AI markets.
AI NEWS OF THE DAY · 2026-10-28
Oracle and NVIDIA expand the infrastructure behind AI agents
A 27 October announcement links model compute with the CPU work agents do between model calls. Our briefing separates available services, future plans and the economic questions.
Announcement and source publication: 27 October 2026 · AIstratica edition: 28 October 2026
Read today’s briefing ↗One lead story, three updates and our perspective. Refreshed when meaningful developments are verified.
POLICY EXPLAINER · JAN 2026 DEVELOPMENTChip access is a policy choice.
Chip access is a policy choice.
What happens when the rules change?
Understanding the H200 licensing shift and the questions it raises for competition.
Read the analysis ↗BENCHMARK WATCH · OCT 2026
Why the evaluation matters as much as the model.
Preference, capability and real-world agent performance measure different things.
Read the perspective ↗THE OPENNESS QUESTION · EXPLAINEROpen weights are a starting point, not the whole story.
Access, licensing and deployability deserve separate scrutiny.
Read the perspective ↗AI STOCKS & COMPANIESFollow the AI economy +
INSIGHTS / MARKET WATCH
Follow the companies.
Understand the context.
AI platforms, chips and infrastructure.
Market prices alongside the technology story.
AIstratica Pro · future briefings +
AISTRATICA PRO · COMING SOON
Go beyond
the headline.
Planned: a weekly analytical briefing, deeper model comparisons and original perspectives on AI, semiconductors and U.S.–China competition.
Express interest by email ↗Opens your email app. No automatic enrolment, payment or subscription.Useful today. Deeper tomorrow.
Always free to explore
Tool recommendations, practical comparisons and selected insights.
Planned for Pro
Original deep analysis, historical context and a focused weekly briefing.
Launch details to follow
Pricing and a launch date have not been announced. Read our free coverage first.
For tool builders & partners +
05 — BUILD WITH US
Useful tools deserve
to be discovered.
Reach people exploring what AI can do.
Founding partner enquiries are open.
FOR BUILDERS
Submit your tool
Tell us what it does, who it helps and how it is priced. Basic editorial consideration is free. Publication is subject to review.
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Research that matters
Share the AI or semiconductor questions your team needs answered. Help shape future briefings, practical guides and deeper research.
Express research interest ↗Visibility is available. Editorial judgement is independent.
Sponsorship never buys a benchmark rank, a positive review or our Tool of the Day selection. Paid placements will be labelled Sponsored. Enquiry links open your email app; no booking or payment is taken on this website.
USE AI SAFELY
Use AI with confidence.
Know what to share, what to check and what to keep under your control.
Explore the practical guide ↗OPTIMISTIC ABOUT AI. SERIOUS ABOUT EVIDENCE.
Intelligence should
open possibilities.
For everyone.
We champion useful innovation wherever it comes from.
Our job is to help you understand it, question it and put it to work.