Independent AI testing lab · placement never for sale
What do you need to get done?
Describe the job, your budget and how much you need. We answer only from our own tests and verified facts — and tell you when something isn't tested yet.
- tools tested so far
- 0
- in round-1 testing
- 38
- jobs we rank
- 24
Real counts from this build. We'd rather show a zero than a made-up number.
Launch categories
Rankings by the exact job
AI Video Generation
Text-to-video, image-to-video and talking-avatar videos for ads, social and training.
- Cinematic scene with a consistent character →
- 15-second product ad for Instagram/TikTok →
- Talking-avatar explainer / training video →
- Animate a product photo (image-to-video) →
12 in first test round · 0 tested so far
AI Voice
Text-to-speech, voice cloning and dubbing for narration, ads and voice agents.
- Long-form narration (audiobook, e-learning) →
- Real-time voice agent (low latency) →
- Cloning a voice (with consent) →
- Multilingual voiceover & dubbing →
6 in first test round · 0 tested so far
AI Meeting Notes & Transcription
Meeting note-takers and transcription — accuracy, action items, hallucinations and privacy.
- Meeting notes & action items →
- Interviews & podcasts with multiple speakers →
- Noisy / field / phone audio →
- Hebrew & multilingual / code-switching audio →
7 in first test round · 0 tested so far
AI Image Generation & Editing
Product shots, posters with correct text, consistent characters, photo edits and vectors.
- Photoreal product & lifestyle shots →
- Posters, ads & images with correct text →
- Consistent character / brand style across images →
- AI photo editing (inpaint, remove, extend) →
9 in first test round · 0 tested so far
AI Presentations
Pitch decks, doc-to-deck and on-brand slides — including export quality to PowerPoint and Google Slides.
- Investor pitch deck from a brief →
- Turn a long report into a deck →
- On-brand slides inside PowerPoint / Google Slides →
- Lesson slides for teachers →
6 in first test round · 0 tested so far
Head-to-head
Popular comparisons
- Adobe Firefly vs ColossyanVideo
- Google Flow (Veo) vs Grok ImagineVideo
- Cartesia vs ElevenLabsVoice
- Fish Audio vs Gemini TTS (Google)Voice
- Fathom vs Fireflies.aiMeeting notes
- Granola vs Otter.aiMeeting notes
- Adobe Firefly vs FLUX (Black Forest Labs)Image
- Gemini Nano Banana Pro vs GPT Image (OpenAI)Image
- Beautiful.ai vs Canva (Canva AI)Presentations
- Gamma vs Genspark (AI Slides)Presentations
Coming soon
Why trust us
Not another directory of logos
Every ranking is backed by standardized tests and the raw outputs behind them. We tell you exactly which parts are measured and which are our opinion — and we never sell placement.
Read the methodologySpeed, cost per task, pass/fail, error rates, word error rate. Same inputs for every tool. Raw outputs archived.
Quality ratings from multiple evaluators, blind where possible. Always labelled as opinion.
If we haven't tested it, we say so. No estimated scores, no invented reviews, ever.
Same prompt, every tool, side by side — the first output, not the best of ten. Judge for yourself.
Affiliate status is never a scoring input. Many top picks pay us nothing. Our policy.
🔔 Re-test alerts
AI tools change every month. Get one email when we publish results or re-test after a new model or price change.