Head-to-head AI video model comparisons
16 matchups, each with a quick verdict, a snapshot table, category tables with a stated winner, and a numbered evidence list. Every value comes from an official source and carries a checked date; anything without one says “No public data”.
Kling vs Veo 3
Kling 3.0 against Veo 3.1 on clip length, 4K output, native audio and both price models: single takes of up to 15 s[1] against 8 s[2] per generation, extended to 148 s[2] at 720p.
Veo 3 vs Sora
Veo 3.1 against Sora 2, which OpenAI shut down in 2026[3]: shipped specs, historical API prices and public leaderboard positions, with every Sora figure marked historical.
Sora vs Kling
Sora 2's historical record against Kling 3.0's native 4K mode[1], multi-shot scenes and credit plans — single takes of 20 s[4] against 15 s[1].
Seedance 2.5 vs Sora 2
Seedance 2.5's 30 s[5] single-pass generations and 50[5] reference inputs against OpenAI's discontinued flagship[3].
Kling 3.0 vs Seedance 2.5
ByteDance's arena front-runner against Kling AI's native-4K flagship[6]: single passes of 30 s[5] against 15 s[1], and only one of the two vendors publishes a per-second rate card.
Veo 3.1 vs Seedance 2.5
Seedance 2.5 outscores veo-3.1-audio on both LMArena video boards (1474[7] to 1364[7] on text-to-video), while Veo 3.1 answers with 4K clips[2], 148 s[2] extensions and public per-second prices.
Kling 3.0 vs Runway Gen-4.5
Kling 3.0's 15 s[1] native-4K takes[1] against Runway Gen-4.5's flat $0.12/s[8] per second — two current models that no public leaderboard compares head to head.
Veo 3.1 vs Runway Gen-4.5
A rare direct reading: both sit on LMArena's text-to-video board, and veo-3.1-audio leads it with 1364[7] to runway-gen-4.5's 1225[9] — but Gen-4.5's full access costs $15.00/mo[10].
Luma Ray3.2 vs Kling 3.0
Luma's Ray3.2 brings a frame-rate ladder up to 60 fps[11] and HDR delivery at a published surcharge[12]; Kling 3.0 answers with native 2160p (4K)[1] output, built-in audio and takes of up to 15 s[1].
Minimax H3 vs Kling 3.0
The image-to-video arena leader against the app favourite: MiniMax H3 holds rank #1[13] with 1495 on LMArena and bills $0.08/s[14] at its 768P tier, while Kling 3.0 counters with native 2160p (4K)[1].
Minimax H3 vs Veo 3.1
MiniMax H3 outscores Veo 3.1 on both LMArena boards (1460[15] against 1364[7] on text-to-video), while Veo answers with 4K output[2], long extensions and a cheaper Lite tier.
Wan 3.0 vs Kling 3.0
Alibaba's Wan 3.0 doubles Kling 3.0's single take (30 s[16] against 15 s[1]) and undercuts it on entry price, while Kling keeps the pair's only native 2160p (4K)[1] mode.
Seedance 2.5 vs Seedance 2.0
ByteDance against itself: Seedance 2.5's 30 s[5] single-pass generations and 50[5] reference inputs, versus Seedance 2.0's 15 s[17] multi-shot clips and a 4K option in Dreamina[18].
Veo 3.1 vs Veo 3.1 Lite
Google's cheapest and most capable Veo 3.1 tiers side by side: Standard at $0.40/s[19] with 4K and 148 s[2] extensions, against Lite at $0.05/s[20] with a 1080p ceiling[20].
Methodology: category winners are computed from the sourced rows only, and a category without comparable data is marked “Depends”. See /methodology/.
Evidence
Only official sources are cited: vendor pages, and leaderboard publishers for their own rankings. Anything we could not find on such a page is shown as “No public data”.
- Kling VIDEO 3.0 Model User Guide — Kling AI. kling.ai/quickstart/klingai-video-3-model-user-guide. Checked 2026-10-06
- Gemini API — Generate videos with Veo — Google. ai.google.dev/gemini-api/docs/veo. Checked 2026-10-06
- OpenAI API — sora-2 model page — OpenAI. developers.openai.com/api/docs/models/sora-2. Checked 2026-10-06
- OpenAI API — Video generation guide — OpenAI. developers.openai.com/api/docs/guides/video-generation. Checked 2026-10-06
- Introducing Seedance 2.5 — One-Take Creation, Flexible Referencing — ByteDance Seed. seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-i…. Checked 2026-10-06
- Kling AI Introduces the World's First Native 4K Video Model — Kling AI. kling.ai/blog/kling-ai-introduces-native-4k-video-model. Checked 2026-10-06
- Text-to-Video Arena leaderboard — LMArena (arena.ai). arena.ai/leaderboard/text-to-video. Checked 2026-10-06
- Runway Dev docs — Available AI Models — Runway. docs.dev.runwayml.com/guides/models. Checked 2026-10-07
- Arena (arena.ai) — Text-to-Video Leaderboard — LMArena / arena.ai. arena.ai/leaderboard/text-to-video. Checked 2026-10-07
- Runway — Pricing (consumer plans) — Runway. runway.com/pricing. Checked 2026-10-07
- Luma AI — Ray product page (Ray3.2 specs & FAQ) — Luma AI. lumalabs.ai/ray. Checked 2026-10-07
- Luma AI — API Pricing — Luma AI. lumalabs.ai/api/pricing. Checked 2026-10-07
- Arena (arena.ai) — Image-to-Video Leaderboard — arena.ai. arena.ai/leaderboard/image-to-video. Checked 2026-10-07
- MiniMax API Docs — Product Pricing (overview) — MiniMax. platform.minimax.io/docs/pricing/overview. Checked 2026-10-07
- Arena (arena.ai) — Text-to-Video Leaderboard — arena.ai. arena.ai/leaderboard/text-to-video. Checked 2026-10-07
- Alibaba Cloud Model Studio — wan3.0-video model information — Alibaba Cloud. www.alibabacloud.com/help/en/model-studio/wan3-0-video. Checked 2026-10-07
- ByteDance Seed blog — Seedance 2.0 Official Launch — ByteDance Seed. seed.bytedance.com/en/blog/seedance-2-0-official-launch. Checked 2026-10-07
- Dreamina (CapCut) — Seedance Price 2026: 2.5 & 2.0 — Dreamina / CapCut (ByteDance). dreamina.capcut.com/seedance/seedance-price. Checked 2026-10-07
- Gemini API — Pricing (Veo 3.1 Standard / Fast / Lite) — Google. ai.google.dev/gemini-api/docs/pricing. Checked 2026-10-06
- Gemini Developer API pricing (Veo 3.1 rows) — Google. ai.google.dev/gemini-api/docs/pricing. Checked 2026-10-07
- V6 — PixVerse Platform Docs (API model reference) — PixVerse. docs.platform.pixverse.ai/v6-2056814m0. Checked 2026-10-07
- Vidu Q3 — AI Video Model with Native Audio (official product page) — ShengShu Technology (Vidu). www.vidu.com/vidu-q3. Checked 2026-10-07
- Vidu Open Platform — Vidu Q3 Reference-to-Video API reference — ShengShu Technology (Vidu). platform.vidu.com/docs/api-reference/video-models/vidu-q3/reference…. Checked 2026-10-07