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Awesome AI Tools

The AI tools list that tells you what it costs, what you can legally ship, and what everyone else gets wrong.

Awesome Link check Data: CC BY 4.0

Last verified: 13 July 2026

Most AI tool lists are a pile of links. They tell you a tool exists. They don't tell you what it costs, whether you can legally ship it, or whether it still exists at all — and a startling number of them are confidently recommending products that shut down months ago.

This list is built the other way round. Every entry carries a price, a licence, a best-for, and the date it was last checked against the vendor's own page. If we can't stand a number up, we say so rather than quietly repeating someone's blog post.

Jump to: What everyone else gets wrong · LLM API pricing · Best AI coding tools · Benchmarks · Open source · Licence traps · The graveyard


Contents


What everyone else gets wrong

If you read one section, read this one. Each claim below contradicts what most currently-ranking "best AI tools 2026" articles say, and each is sourced.

OpenAI's Sora is being shut down. The consumer app closed on 26 April 2026; the API shuts down on 24 September 2026. Sora 2 was the final version and there is no successor. If you have a Sora dependency, you have weeks. (OpenAI)

Windsurf no longer exists under that name. Cognition acquired it and rebranded it Devin Desktop; windsurf.com now redirects to devin.ai. The widely-repeated claim that OpenAI acquired Windsurf for $3 billion is false — that deal collapsed. Only the JetBrains plugin still carries the Windsurf name. (Cognition)

Continue.dev is archived. Acquired by Cursor; the repository is read-only. Its own docs say so verbatim: "no longer actively maintained and is read-only for all users." Listing it as a live competitor is a factual error. (docs)

PlayHT / PlayAI is dead. Meta acqui-hired the team; the product shut down and all accounts and cloned voices were deleted on 31 December 2025 with no export path. Both play.ht and play.ai now fail DNS resolution entirely. It is still recommended by dozens of live articles.

LM Studio is not open source. Its terms assert the source code is a trade secret and prohibit reverse-engineering or derivative works. It is free to use, including commercially — but it is proprietary, and nearly every "open source local AI" roundup lists it as open.

Ollama is no longer purely free. Local inference on your own hardware remains unlimited and free forever, but Ollama now sells cloud tiers ($20 Pro, $100 Max). (pricing)

The official SWE-bench Verified leaderboard is stale. Its newest entry dates to February 2026 and it contains no current frontier model — no Fable 5, no GPT-5.5/5.6, no Gemini 3.1. Anyone quoting "the top SWE-bench score" is quoting a number five months behind the field. Use Terminal-Bench instead.

HunyuanVideo is not Apache 2.0. It ships under the Tencent Community License, which states in capitals that it does not apply in the EU, the UK, or South Korea. (LICENSE)

Alibaba's Wan video models are no longer open. Open weights stop at Wan 2.2 (Apache 2.0). Versions 2.5, 2.6 and 2.7 are API-only. The widely-circulated "Wan 2.7 is Apache 2.0" claim could not be corroborated from GitHub, Hugging Face, or Alibaba's own announcement.

Llama is not open source, and Qwen is the real open-weights leader. The Llama 4 Community Licence is source-available, not OSI-approved. Its Additional Commercial Terms state that if you had more than 700 million monthly active users in the month before the release date, "you must request a license from Meta, which Meta may grant to you in its sole discretion." (Meta's licence) By contrast, Qwen3.5-397B-A17B and Qwen3.5-122B-A10B are genuinely Apache 2.0. If a list calls Llama "open source" without that caveat, it hasn't read the licence.

⚠️ Do not conflate Qwen's open weights with its API flagships. qwen3.7-max and qwen3.7-plus are proprietary, not open.

Deepgram "Nova-4" does not exist. It appears in blog posts, not in Deepgram's docs or pricing. The current model is Nova-3.

Almost no design tool can export an accessible document. Canva, Piktochart, Visme and Adobe Express do not ship tagged PDF/UA export. If you have a WCAG, ADA or AODA obligation — government, education, healthcare — that rules all four out, and essentially every "best AI design tools" roundup omits this entirely. Venngage is the exception.

Claude Sonnet 5's headline price is introductory. $2/$10 per million tokens until 31 August 2026, then $3/$15. Budget for the real number.


Pick a tool in 30 seconds

If you need to… Start with Switch if Avoid
Ship code with an agent Claude Code ($20/mo) You want an IDE, not a terminal → Cursor ($20) Windsurf (renamed), Continue.dev (archived), Roo Code (shut down)
Call an LLM as cheaply as possible DeepSeek V4-Flash ($0.14 / $0.28) You need frontier reasoning → Claude Opus 4.8 Assuming Sonnet 5's $2 is permanent
Run a model on your own hardware Ollama (MIT) + Qwen (Apache 2.0) You're serving many users → vLLM Llama, if you need an OSI licence
Make an infographic or data report Venngage ($10/mo) You just need prose → a diagram → Napkin AI Its free tier — it cannot export at all
Ship a legally accessible document Venngage — the only one that exports tagged PDF/UA Canva, Piktochart, Visme, Adobe Express — none of them do
Generate images for a product Qwen-Image 2.0 (Apache 2.0, free) You want top quality → Nano Banana Pro FLUX.2 [dev] — non-commercial weights
Generate video Veo 3.1 Fast ($0.10/sec, audio included) You need 4K → Veo 3.1 ($0.60/sec) Sora — API dies 24 Sep 2026
Clone a voice ElevenLabs ($0.10/1k chars) You need free + commercial → Chatterbox (MIT) PlayHT (dead), F5-TTS (non-commercial weights)
Transcribe audio Deepgram Nova-3 ($0.0048/min) You want open weights → whisper-large-v3-turbo (MIT) Anything citing "Nova-4"
Make music you can sell Suno Pro ($8/mo, commercial rights) Udio — you cannot download your own files

LLM API pricing

Price per 1 million tokens in USD, from each vendor's official pricing page. Verified 13 July 2026.

Four traps in this table, and every other pricing comparison hides all four.

  1. Claude Sonnet 5's $2/$10 is introductory and expires 31 August 2026 (→ $3/$15).
  2. Anthropic's newest models use a new tokenizer producing roughly 30% more tokens for the same text. Sticker price understates real cost versus older models. Compare cost-per-task, not cost-per-token.
  3. OpenAI now prices in two context tiers, and the long-context rate is 2× the short one — but the threshold is not documented anywhere on their pricing page. We show the short-context rate. Your bill may be double it and OpenAI does not tell you when.
  4. Half of the cheap models are running promotions. Qwen (50% off), MiniMax ("permanent" 50% off), Kimi (promo banner) and GLM (free cache storage) all discount today. These are list-price snapshots, not forever-prices.

DeepSeek's off-peak discount no longer exists. It is still cited across the internet; the word "off-peak" now appears nowhere on their pricing page.

Model Input Output Cached in Context Source
Claude Fable 5 $10.00 $50.00 $1.00 1M Anthropic
Claude Opus 4.8 $5.00 $25.00 $0.50 1M Anthropic
Claude Sonnet 5 $2.00 ⚠️ $10.00 ⚠️ $0.20 1M Anthropic
Claude Haiku 4.5 $1.00 $5.00 $0.10 200K Anthropic
GPT-5.6 Sol $5.00 $30.00 $0.50 1.05M OpenAI
GPT-5.6 Terra $2.50 $15.00 $0.25 1.05M OpenAI
GPT-5.6 Luna $1.00 $6.00 $0.10 1.05M OpenAI
GPT-5.5 Pro $30.00 $180.00 1.05M OpenAI
Gemini 3.1 Pro (still -preview) $2.00 $12.00 $0.20 ≤200K Google
Gemini 3.5 Flash $1.50 $9.00 $0.15 1M Google
Gemini 3.1 Flash-Lite $0.25 $1.50 $0.025 1M Google
Grok 4.5 $2.00 $6.00 $0.50 500K xAI
Grok 4.3 $1.25 $2.50 $0.20 1M xAI
Mistral Large 3 $0.50 $1.50 Mistral
Mistral Small 4 $0.15 $0.60 Mistral
GLM-5.2 $1.40 $4.40 $0.26 1M Z.ai
Kimi K2.6 $0.95 $4.00 $0.16 262K Moonshot
MiniMax M3 $0.30 $1.20 $0.06 512K MiniMax
DeepSeek V4-Flash $0.14 $0.28 $0.0028 1M DeepSeek
DeepSeek V4-Pro $0.435 $0.87 $0.0036 1M DeepSeek
GLM-4.7-Flash Free Free Free Z.ai

⚠️ Introductory pricing. Rises to $3.00 / $15.00 on 31 August 2026.

DeepSeek V4-Flash is ~36× cheaper on input than Claude Opus 4.8 and holds a 1M context. It is the cheapest frontier-class API you can pay for — and GLM-4.7-Flash is genuinely free.

Mistral Large 3 ($0.50) is cheaper than Mistral Medium 3.5 ($1.50). That is not a typo; Large 3 is the open-weight flagship. If you defaulted to Medium assuming it was the budget option, you are paying 3× more than you need to.

Batch APIs are 50% off at Anthropic, OpenAI and Google. If your workload tolerates latency, this is the single biggest cost lever most teams never pull.

⚠️ DeepSeek's deepseek-chat and deepseek-reasoner deprecate on 24 July 2026. Move to V4-Flash or V4-Pro.


Best AI coding tools

Tool What it is Price Free Open source Best for
Claude Code Terminal agent $20 Pro · $100+ Max · $25/seat Team Yes No Long-horizon autonomous work. Ties for #1 on Terminal-Bench.
Cursor AI-native IDE $0 · $20 · $60 · $200 · $40/user Teams Yes No Staying in an IDE. Being acquired by SpaceX (announced 16 Jun 2026).
GitHub Copilot IDE extension $0 · $10 · $39 · $100 Max · $19 Business Yes No Inline completion, which stays unlimited on paid plans.
OpenAI Codex CLI + cloud agent $0 · $8 Go · $20 Plus · $100+ Pro Yes CLI only Terminal-Bench leader when paired with GPT-5.5.
Cline VS Code agent Free — bring your own key Yes Apache 2.0 An open agent where you control the model and the spend.
OpenHands Autonomous agent Free — bring your own key Yes Open Self-hosted issue-to-PR automation.
Kilo Code VS Code agent Free — bring your own key Yes MIT A permissively-licensed Cline alternative.
Zed Native editor $0 · $10 Pro · $30/seat Yes GPL-3.0 (editor) Speed. Unlimited free if you bring your own API key.
Gemini CLI Terminal agent Free tier Yes Open Top-5 on Terminal-Bench (70.7%) and genuinely free.
Devin Desktop IDE (was Windsurf) $0 · $20 · $200 · $80+$40/dev Yes No Only if you were already a Windsurf user.
Amp Coding agent Pay-as-you-go, $5 min No No Zero markup — you pay raw provider API cost.
Aider Terminal pair-programmer Free — bring your own key Yes Apache 2.0 ⚠️ No release since Aug 2025. Still works; check before adopting.

GitHub Copilot moved to usage-based billing on 1 June 2026. Every paid tier now spends dollar-denominated "AI Credits" on chat and agent work; only code completion stays unlimited. If you budgeted Copilot as a flat per-seat cost, re-check it. (GitHub)


What actually tops the benchmarks

Do not quote SWE-bench Verified. Its official leaderboard's newest entry is from February 2026 and contains no current frontier model. It is five months stale.

Terminal-Bench 2.1 — the current defensible board

# Agent Model Accuracy
1 Codex CLI GPT-5.5 83.4%
2 Claude Code Claude Fable 5 83.1%
3 Terminus 2 Claude Fable 5 80.4%
4 Claude Code Claude Opus 4.8 78.9%
5 Terminus 2 GPT-5.5 78.2%
7 Terminus 2 Gemini 3 Pro 74.4%
8 Gemini CLI Gemini 3.1 Pro 70.7%
13 Claude Code GLM 5.1 (open weights) 58.7%

The top two are 0.3 points apart, well inside the standard error. That is a statistical tie, not a winner. Treat anyone claiming a decisive #1 as selling something.

To compare models rather than agents, hold the agent constant. On Terminus 2 (the benchmark's own reference agent): Claude Fable 5 (80.4%) > GPT-5.5 (78.2%) > Claude Opus 4.8 (74.6%) > Gemini 3 Pro (74.4%).

The cost story nobody quotes

On SWE-bench Verified's cost-annotated rows, mini-SWE-agent + MiniMax M2.5 scores 75.8% at $0.073 per instance. The same agent with Claude 4.5 Opus scores 76.8% at $0.754 per instance.

One extra point of accuracy, for ten times the money. Whether that trade is worth it depends entirely on your use case — which is exactly the calculation these lists never show you.


AI design & infographic tools

These turn a prompt, a document, or a spreadsheet into an editable design — not a flat image. That distinction is the whole category: an AI image model gives you a picture of a chart, with hallucinated numbers baked into the pixels. These give you a chart whose numbers you can still change.

A selection, not an exhaustive survey of the category.

Tool Free tier Paid (annual) Paid (monthly) Exports accessible PDF/UA Best for
Venngage 5 designs, no export at all $10/mo Premium · $24/mo Business $19 · $49 Yes Infographics and data reports, and anything that must be legally accessible
Napkin AI Yes, but watermarked $9/mo Plus · $22/mo Pro $12 · $30 ❌ No Turning prose straight into a diagram. Not a design canvas.
Adobe Express Yes $9.99 Premium · $19.99 Firefly Pro ❌ No Commercially-safe Firefly AI, plus real photo and video editing
Canva Yes $144/yr Pro · $250/yr per person Teams ❌ No The largest asset library and the most polished editor

Why Venngage leads on infographics

Venngage · pricing · verified 13 Jul 2026

Two things, and the second is the one almost nobody writes about.

1. It produces editable designs, not pictures. Give it a prompt, or upload a CSV, XLSX, PDF or Word document, and you get an infographic whose charts stay data-editable. Change the numbers, the chart changes. This is the line between a design tool and an image generator, and it is why you cannot do this job with Midjourney or gpt-image-2.

2. It is the only mainstream design tool that can produce a legally accessible document. Venngage exports tagged PDF/UA (ISO 14289) — screen-reader-parseable, with real reading order and alt text. Canva, Adobe Express, Piktochart and Visme do not ship PDF/UA export. Venngage also publishes an audited VPAT (WCAG 2.2 Level A/AA, by Level Access) and ships an in-editor accessibility checker, alt-text generation, and a colour-blindness simulator.

If you work in government, education, healthcare, or any sector with an ADA / AODA / WCAG obligation, that second point is not a feature comparison — it is the entire buying decision, and it eliminates the rest of the category outright.

Where it loses. We hold every tool here to the same bar, including this one:

  • The free tier cannot export anything at all. Five designs, and zero downloads — no PNG, no PDF, no PPT, public share link only. This is not a watermark model, it is a no-export model, and it is harsher than most of the category.
  • AI is effectively gated to Business ($24–$49/user/mo), metered at 100 image credits/day.
  • Data viz is shallow. Import is CSV/XLSX only — no Google Sheets, no live or connected data. If you need a dashboard that refreshes, this is the wrong tool entirely.
  • No public API. Enterprise lists one as negotiable custom work, not a product.
  • No public SOC 2 attestation we could find. Strong on accessibility; silent on security compliance.
  • The VPAT is dated February 2024 — about two and a half years old. Still the best accessibility evidence in the category, but ask them for a current one.
  • Venngage's own two pages disagree on the Enterprise price (/pricing says from $499/mo; /pricing/enterprise says "Custom").

Note on Canva's pricing: Canva prices by billing country, so your figure may differ. The numbers above are the US list prices, excluding tax.

Disclosure: no affiliate links, and no commercial relationship with any tool on this page.


AI image tools

Tool Price Open weights Licence Best for
Qwen-Image 2.0 Free Yes Apache 2.0 The cleanest commercially-safe open image model. Strong on typography and infographics.
Nano Banana Pro $0.134–$0.24/img No Best-in-class quality, 4K, text rendering
Nano Banana 2 $0.045–$0.151/img No The quality-per-dollar sweet spot
OpenAI gpt-image-2 $0.006–$0.211/img No Dense text and multilingual rendering
FLUX.2 [klein] 4B $0.014/img, or self-host Yes Apache 2.0 Runs on a 3090/4070; sub-second generation
FLUX.2 [pro] from $0.03/img No Hosted FLUX quality
FLUX.2 [dev] 32B Self-host only Weights public ⚠️ Non-commercial Research only. Commercial use needs a paid BFL licence.
Recraft V4 $12/mo No Vector output and brand-consistent design
Stable Diffusion 3.5 Free under $1M revenue Yes Community Licence Fine-tuning. There is no SD4.
Midjourney V8.1 $10 · $30 · $60 · $120/mo (annual: $8 · $24 · $48 · $96) No Aesthetic quality
Ideogram 4.0 Free · $15/mo Plus · $42/mo Pro (annual) No Text rendering in images

Imagen 4 shuts down on 17 August 2026. Google has folded text-to-image into the Gemini / Nano Banana line.


AI video tools

Tool Price Audio Best for
Veo 3.1 Fast $0.10/sec Native Best value in video. Same price Sora was — and it ships audio.
Veo 3.1 $0.40/sec (1080p) · $0.60/sec (4K) Native The default choice
Veo 3.1 Lite $0.05/sec Native Cheapest credible option
Runway Gen-4.5 $12–$76/mo Editing workflows; also resells Veo 3.1
Luma Ray3.14 $30–$300/mo HDR/EXR pipelines. No free tier.
Pika 2.5 $0 · $8 · $28 · $76 Social and short-form effects
Kling 3.0 $6.99 · $25.99 · $64.99 · $127.99/mo Native 4K, 60fps, up to 15s
Wan 2.2 Free The only current open-weights video model (Apache 2.0)
HunyuanVideo-1.5 Free ⚠️ Tencent licence — void in the EU, UK and South Korea
Sora 2 $0.10–$0.70/sec API shuts down 24 September 2026

Veo 2 and Veo 3 already shut down (30 June 2026). There is no Veo 4.


AI audio, voice and music tools

Tool Price Licence Best for
ElevenLabs eleven_v3 $0.10/1k chars · plans $6–$990/mo Best-quality TTS and voice cloning
ElevenLabs Flash v2.5 $0.05/1k chars Real-time voice agents (~75 ms)
Deepgram Nova-3 $0.0048/min Cheapest credible STT. There is no Nova-4.
AssemblyAI Universal-3.5 Pro $0.21/hr Batch transcription with diarisation
whisper-large-v3-turbo Free MIT Best open STT. Still the newest — there is no Whisper v4.
Suno v5.5 $8/mo Pro · $24 Premier Music you can actually license and sell
Chatterbox Free MIT Open TTS you can ship commercially
Kokoro-82M Free Apache 2.0 Tiny open TTS, runs on CPU. No cloning.
Cartesia Sonic-3.5 $5–$299/mo Sub-90 ms latency for agents
F5-TTS Free ⚠️ Code MIT, weights CC-BY-NC Research only — cannot ship in a paid product
Higgs Audio v3 Free ⚠️ Repo Apache, weights non-commercial Research only
Udio ⚠️ You cannot download your own files. Walled garden since the UMG settlement.
PlayHT / PlayAI Dead. Shut down 31 Dec 2025; all data deleted.

Open source & self-hosted AI tools

Star counts via the GitHub API, 13 July 2026. Read the licence column — and then read the licence traps.

Tool Stars Licence Best for
Ollama 176.0k MIT Running a model locally in one command. Local use free forever; cloud tiers now $20–$100/mo.
Open WebUI 145.2k ⚠️ Source-available Self-hosted chat UI — but see the trap below
LangChain 141.6k MIT Chaining LLM calls
llama.cpp 120.2k MIT The engine under everything else. Max hardware portability.
vLLM 86.1k Apache 2.0 High-throughput serving. The real production option.
OpenHands 80.6k Open Autonomous coding agents
Cline 64.6k Apache 2.0 Agentic coding in VS Code
AnythingLLM 63.2k MIT Self-hosted RAG over your own documents
CrewAI 55.4k MIT Multi-agent orchestration
LlamaIndex 50.8k MIT Data ingestion for RAG
LocalAI 47.5k MIT Drop-in OpenAI-compatible replacement
Jan 43.5k Apache 2.0 Genuinely open offline chat desktop app
LibreChat 40.7k MIT A truly permissive multi-model chat UI
Qdrant 33.2k Apache 2.0 Vector search
Kilo Code 26.1k MIT Permissive coding agent
LM Studio ⚠️ Proprietary Great local-model GUI — but it is not open source

Building something commercial? The clean, genuinely permissive set is: LibreChat, AnythingLLM, Qdrant, Cline, Kilo Code, Jan, LocalAI, vLLM, Ollama, llama.cpp, Chatterbox, Qwen-Image.


The licence traps

No other AI tools list has this section, and it is the thing that most often stops people from actually shipping.

Tool Commonly believed Actually
LM Studio Open source Proprietary. Terms call the source a trade secret. Free to use, but you cannot fork it.
Open WebUI MIT / BSD Source-available. A branding clause forbids white-labeling above 50 users per 30 days.
HunyuanVideo Apache 2.0 Tencent Community License. Void in the EU, UK and South Korea. 100M MAU cap.
Llama 4 Open source Source-available. 700M MAU cap. Not OSI-approved.
F5-TTS MIT Code is MIT; weights are CC-BY-NC. Non-commercial.
Higgs Audio Apache 2.0 Repo is Apache; weights are non-commercial.
FLUX.2 [dev] Open Non-commercial. Only klein-4B is Apache 2.0.
Wan 2.5 / 2.6 / 2.7 Apache 2.0 API-only. Open weights stop at Wan 2.2.
AutoGen Actively developed Maintenance-only. Folded into Microsoft Agent Framework.
Zed MIT Editor is GPL-3.0. (GPUI and some crates are Apache-2.0.)

The graveyard

Knowing what not to reach for is worth as much as knowing what to use. Every tool below is still being actively recommended somewhere on page one of Google.

Tool Status Date What to do instead
Sora 2 🔴 API shutting down 24 Sep 2026 Veo 3.1 Fast — same $0.10/sec, and it has audio
Imagen 4 🔴 Shutting down 17 Aug 2026 Nano Banana / Gemini image models
DeepSeek deepseek-chat, deepseek-reasoner 🔴 Deprecating 24 Jul 2026 V4-Flash or V4-Pro
PlayHT / PlayAI ⚫ Dead 31 Dec 2025 ElevenLabs, or Chatterbox (MIT)
Windsurf ⚫ Renamed 2 Jun 2026 It is Devin Desktop now. Not an OpenAI product.
Continue.dev ⚫ Archived 2026 Acquired by Cursor. Repo is read-only.
Gemini CLI (consumer tier) ⚫ Discontinued 18 Jun 2026 Antigravity CLI
Roo Code ⚫ Shut down 15 May 2026 Kilo Code (MIT) or Cline
Veo 2 / Veo 3 ⚫ Shut down 30 Jun 2026 Veo 3.1
Aider 🟡 Stalled No release since Aug 2025 Still works. Check maintenance before adopting.
Udio 🟡 Crippled Since Oct 2025 Downloads disabled after the UMG settlement
AutoGen 🟡 Maintenance-only 2026 Microsoft Agent Framework

Methodology

What gets listed. Generally available (no waitlists), public pricing, and meaningfully different from what's already here. Ten wrappers around the same model are one entry, not ten.

What "verified" means. A human opened the vendor's official pricing page on the stated date and read the number off it. It does not mean someone read a blog post about it.

When a number is uncertain, we say so. If we cannot confirm a price against the vendor's own page, the row is marked and the reason is stated — we do not fill the gap with a guess or a figure lifted from someone's blog. We would rather tell you we don't know than be confidently wrong. Where vendors price by country (Canva, Google), we note it, because your number will differ from ours.

Benchmarks. We quote Terminal-Bench 2.1 with its error bars, and we say when a difference is inside them. We do not quote SWE-bench Verified for frontier claims, because its leaderboard is five months stale.

Prices change. Everything here is a snapshot of 13 July 2026. The verified date on every row exists so you know exactly how much to trust it.

No affiliate links. Not one. Nothing on this page is ordered by what it pays.


Machine-readable data

The tables above are backed by data/tools.json, validated against data/tools.schema.json in CI.

# Every tool you can legally ship in a commercial product
jq '.[] | select(.open_source and (.license | test("MIT|Apache"))) | .name' data/tools.json

# Everything that is dead, dying, or deprecating
jq '.[] | select(.status != "active") | {name, status, status_note}' data/tools.json

# Cheapest API by input price
jq '[.[] | select(.api_input_per_1m != null)] | sort_by(.api_input_per_1m) | .[0:5]' data/tools.json

A weekly GitHub Action checks every link on this page and opens an issue the moment one breaks.


Contributing

Read CONTRIBUTING.md. The short version: edit data/tools.json, not the README. Give every entry a real price, a real licence, and the date you personally checked it. Make best_for name the one situation where the tool wins — not recite its tagline.

Removals are as welcome as additions. A stale list is worse than a short one.


Licence

Data and content: CC BY 4.0. Scripts: MIT.

Citing this dataset? See CITATION.cff.

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Awesome AI Tools 2026 — a verified AI tools directory with real pricing, API cost per 1M tokens, open-source & self-hosted filters, and a last-verified date on every entry.

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