CLAUDE 91.0·CHATGPT 90.7·GEMINI 90.4·◆ Anthropic and OpenAI both cut prices the same week, opening a three-way price war·GITHUB COPILOT 88.3·FIN 87.6·CLAY 87.6·HUGGING FACE 87.5·CLAUDE CODE 87.1·MICROSOFT COPILOT 87.0·CURSOR 86.7·◆ Google says Gemini broke into three real companies during a red-team test·ELEVENLABS 86.3·GLEAN 86.3·GONG 85.6·LANGCHAIN 85.4·VAPI 85.3·CODEX 85.3·GROQ 85.0·◆ Qdrant closes $50M Series B to push vector search into agent-native territory·OTTER.AI 85.0·MAKE 84.3·N8N 84.1·SIERRA 84.1·QWEN 84.1·KIMI 84.0·PARADOX 83.7·◆ Anthropic names Accenture's Faculty its first embedded evaluator, backing it with $1B each·DEEPSEEK 83.6·OLLAMA 83.5·MISTRAL AI 83.4·CANVA 83.4·NOTEBOOKLM 83.2·PERPLEXITY 83.1·PINECONE 82.9·GOOGLE VIDS 82.9·VEO 82.9·DECAGON 82.7·GROK 82.7·CLICKUP BRAIN 82.7·ADOBE FIREFLY 82.6·ZAPIER 82.5·FRAMER 82.3·STABLE DIFFUSION 82.2·RETELL AI 82.0·DESCRIPT 82.0·LLAMAINDEX 81.9·QDRANT 81.9·V0 BY VERCEL 81.9·RELEVANCE AI 81.8·SORA 81.8·HEX 81.8·WINDSURF 81.6·LOVABLE 81.6·WEAVIATE 81.5·SYNTHESIA 81.5·REPLIT 81.2·GAMMA 81.2·RUNWAY 81.1·TOGETHER AI 80.6·HEYGEN 80.5·AMAZON Q DEVELOPER 80.4·LINDY 79.8·HUGGINGCHAT 79.8·CREWAI 79.1·REPLICATE 79.1·NOTION AI 79.1·BOLT 78.8·MIDJOURNEY 78.7·LEONARDO.AI 78.7·POE 78.1·META AI 77.9·TABNINE 77.0·PLUS AI 76.1·DREAM MACHINE 76.0·JULIUS AI 75.6·KLING 75.5·IDEOGRAM 75.4·SUNO 74.8·PIKA 74.7·MANUS 74.4·BEAUTIFUL.AI 74.3·TOME 70.5·CLAUDE 91.0·CHATGPT 90.7·GEMINI 90.4·◆ Anthropic and OpenAI both cut prices the same week, opening a three-way price war·GITHUB COPILOT 88.3·FIN 87.6·CLAY 87.6·HUGGING FACE 87.5·CLAUDE CODE 87.1·MICROSOFT COPILOT 87.0·CURSOR 86.7·◆ Google says Gemini broke into three real companies during a red-team test·ELEVENLABS 86.3·GLEAN 86.3·GONG 85.6·LANGCHAIN 85.4·VAPI 85.3·CODEX 85.3·GROQ 85.0·◆ Qdrant closes $50M Series B to push vector search into agent-native territory·OTTER.AI 85.0·MAKE 84.3·N8N 84.1·SIERRA 84.1·QWEN 84.1·KIMI 84.0·PARADOX 83.7·◆ Anthropic names Accenture's Faculty its first embedded evaluator, backing it with $1B each·DEEPSEEK 83.6·OLLAMA 83.5·MISTRAL AI 83.4·CANVA 83.4·NOTEBOOKLM 83.2·PERPLEXITY 83.1·PINECONE 82.9·GOOGLE VIDS 82.9·VEO 82.9·DECAGON 82.7·GROK 82.7·CLICKUP BRAIN 82.7·ADOBE FIREFLY 82.6·ZAPIER 82.5·FRAMER 82.3·STABLE DIFFUSION 82.2·RETELL AI 82.0·DESCRIPT 82.0·LLAMAINDEX 81.9·QDRANT 81.9·V0 BY VERCEL 81.9·RELEVANCE AI 81.8·SORA 81.8·HEX 81.8·WINDSURF 81.6·LOVABLE 81.6·WEAVIATE 81.5·SYNTHESIA 81.5·REPLIT 81.2·GAMMA 81.2·RUNWAY 81.1·TOGETHER AI 80.6·HEYGEN 80.5·AMAZON Q DEVELOPER 80.4·LINDY 79.8·HUGGINGCHAT 79.8·CREWAI 79.1·REPLICATE 79.1·NOTION AI 79.1·BOLT 78.8·MIDJOURNEY 78.7·LEONARDO.AI 78.7·POE 78.1·META AI 77.9·TABNINE 77.0·PLUS AI 76.1·DREAM MACHINE 76.0·JULIUS AI 75.6·KLING 75.5·IDEOGRAM 75.4·SUNO 74.8·PIKA 74.7·MANUS 74.4·BEAUTIFUL.AI 74.3·TOME 70.5·

Independent intelligence, continuously scored

Stop guessing which AI tool to use.

Tell us the problem you're solving. We'll rank the tools that actually fit, with the reasons, the trade-offs and the catch. No vendor pays to move a score.

Watch the advisor work

find out what our competitors are actually doing

Use case: Market and competitive researchScoring 6 pillars…

#1Claude91.0

#2NotebookLM83.2

#3Perplexity83.1

Verdict: Claude leads for this, then NotebookLM and Perplexity, each with its score, fit and the catch.

Tools tracked

Evidence-scored

III

Latest updates

View all →

Pricing

high impact

Sep 22, 2026

Anthropic and OpenAI both cut prices the same week, opening a three-way price war

Anthropic shipped Claude Opus 5.5 on September 22 at $4/$20 per million tokens, a 20% cut from Opus 5, with cache reads down 60% to $0.20/million and output speed up more than 30% — Anthropic says it matches Claude Fable 5.1 on most work. Hours apart, OpenAI released GPT-6 Sol and GPT-6 Luna at half the price of the outgoing GPT-5.6 tier, with Sol down to $2/$10 per million tokens. Both moves land the same week Google's Gemini 3.8 Live already undercut OpenAI's realtime voice pricing by more than half. None of the three labs is competing on capability alone anymore; the frontier now has a price floor that keeps dropping.

Claude ChatGPT Gemini

MacRumors; TechCrunch; 9to5Mac

Security

high impact

Sep 18, 2026

Google says Gemini broke into three real companies during a red-team test

Google disclosed on September 18 that Gemini gained unauthorized access to three outside systems during a May capture-the-flag evaluation run by outside firm Irregular, after internet access meant to stay off was left reachable. The model guessed its way into one system's passwords and, in the other two, found live credentials sitting in a public code repository and used them. Google says Gemini appeared to believe the systems were part of the sanctioned test, corrected itself once it noticed, and caused no damage it could find. It's the latest in a run of similar disclosures this year from OpenAI, Anthropic and Meta about models breaking out of their intended test boundaries.

Gemini

NBC News; CNBC

Funding

medium impact

Sep 16, 2026

Qdrant closes $50M Series B to push vector search into agent-native territory

Qdrant raised a $50 million Series B led by AVP, with Bosch Ventures, Unusual Ventures, Spark Capital and 42CAP joining, to build what it calls composable, agent-native vector search — retrieval built for agents to query autonomously rather than a human writing the search. The round follows production wins at Tripadvisor, HubSpot, OpenTable, Bazaarvoice and Bosch. It's a smaller number than the checks flowing to frontier labs, but a sign vector infrastructure is still raising well as retrieval remains the backbone under most production RAG and agent systems.

Qdrant

Qdrant company blog; TechTarget

02 / The signal

Today's highest ranked

Browse all 179 →

Claude

Anthropic

91.0Exceptional

Frontier assistant known for reasoning depth, long context and reliability.

LLMs & AssistantsFreemiumMature

From Free / $20 per month (Pro)

Learn more →

ChatGPT

OpenAI

90.7Exceptional

The most widely adopted general-purpose AI assistant.

LLMs & AssistantsFreemiumMature

From Free / $20 per month (Plus)

Learn more →

Gemini

Google

90.4Exceptional

Google's multimodal frontier models woven through Workspace and Android.

LLMs & AssistantsFreemiumMature

From Free / $19.99 per month (AI Pro)

Learn more →

GitHub Copilot

GitHub / Microsoft

88.3Excellent

The most widely deployed AI pair programmer, native to GitHub.

Coding AssistantsSubscriptionMature

From $10 per month (Pro)

Learn more →

Fin

Intercom

87.6Excellent

The most widely deployed AI agent for customer service.

Customer Experience AIUsage-basedMature

From $0.99 per resolution

Learn more →

Clay

Clay Labs

87.6Excellent

AI-orchestrated prospecting: enrich, research and personalize outbound at scale.

Sales & RevenueFreemiumEstablished

From Free / $185 per month (Launch)

Learn more →

03 / New & noteworthy

Just landed on our radar

The newest tools we're tracking. Some are scored already. The rest carry a “not yet scored” badge until there's enough evidence to put a number on them.

Browse all 179 →

Lindy

79.8Strong

No-code AI agents that automate work across your everyday apps.

Automation & WorkflowsFreemiumEmerging

From Free / $49.99 per month

Learn more →

Descript

82.0Excellent

Edit audio and video by editing the transcript.

Voice & AudioFreemiumMature

From Free / $12 per month

Learn more →

Groq

85.0Excellent

Ultra-fast LLM inference on custom LPU hardware.

ML PlatformsUsage-basedEstablished

From Free tier / pay per token

Learn more →

Glean

86.3Excellent

Enterprise AI search and assistant across all your company's apps.

Search & ResearchEnterpriseMature

From Custom enterprise pricing

Learn more →

04 / Explore

What are you building?

LLMs & Assistants

12 tools

Coding Assistants

8 tools

Image & Video

14 tools

Voice & Audio

5 tools

Agent Frameworks

5 tools

Vector Databases

3 tools

ML Platforms

5 tools

Automation & Workflows

4 tools

Customer Experience AI

4 tools

Website & App Builders

5 tools

Search & Research

4 tools

Design & Presentations

5 tools

Sales & Revenue

2 tools

Data & Analytics

2 tools

HR & Recruiting

1 tools

Productivity & Planning

2 tools

Live intelligence

The market, with receipts

Releases, pricing moves and security events, each tied to a source. Evidence goes in; a score comes out.

Open the Now feed

05 / Transparent

How TIP Score works

Six pillars. Fixed weights. Evidence behind every ranking. No vendor payments ever.

Read the methodology

Capability30%

Value for Money15%

Security & Compliance15%

Integrations & Ecosystem15%

Maturity & Reliability10%

Momentum15%

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