The best AI models for the job

Ranked shortlists for real jobs: ads, product photography, image-to-video, typography, and more. Ranked on leaderboard data, price, and documented capability, not vibes.

Best open-source AI video and image models in 2026

Wan 2.2 T2V-A14B leads open-source video on clean Apache 2.0 terms; SAM 3.1 leads segmentation; LTX-2 scores higher but its license is revenue-gated.

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Best AI models for product photography in 2026

Imagen 4 wins clean catalog shots, GPT Image 1.5 handles lifestyle staging, FLUX Kontext swaps backgrounds, and SAM 3.1 cuts out products at scale in 2026.

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Best AI video models with native audio in 2026

Seedance 2.0 Pro (1271 Elo) and Veo 3.1 Fast (1208 Elo) are the only audio-native models Infer hosts. Full honest list below, including who doesn't qualify.

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Best cheap AI video models: quality per dollar in 2026

Hailuo 02 Pro leads on raw price at $0.08/second, but Veo 3.1 Fast and Kling 3.0 Pro win on quality per dollar. Full value ranking with worked pricing below.

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Best AI video models for ads and marketing creative

Veo 3.1 Fast for UGC social ads, Kling 3.0 Pro for polished brand spots, Hailuo 02 Pro for volume testing. Which AI video model fits which ad job in 2026.

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Best image-to-video models in 2026

Kling 3.0 Pro leads image-to-video for product shots and multi-shot consistency. Seedance 2.0 Pro adds audio in the same pass; Hailuo 02 Pro is the budget pick.

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The best text-to-image models in 2026, ranked

GPT Image 1.5 leads our 2026 text-to-image ranking at 1271 Elo, ahead of Nano Banana 2 and Seedream 4.0. Plus the cheapest, fastest, and best-for-typography picks.

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The best AI video generation models in 2026, ranked

Seedance 2.0 Pro leads for most work in 2026: Elo 1271 and native audio. Kling 3.0 Pro and Veo 3.1 Fast follow. Full ranking, pricing, and honest tradeoffs below.

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