Head to head · Video edit · October 2026 research run
Clueso vs Gemini Omni 1.2 Flash
Gemini Omni 1.2 Flash scores 55.1 (C) on agent readiness against Clueso's 36.8 (F), and leads in 6 of 7 scored categories. Clueso leads on payments & pricing. Both do video edit.
Best video generation for AI agents · All 203 video comparisons
Which one, for what
Clueso F
Best for Agents that make or update product videos, walkthroughs and help articles in a Clueso workspace.
Ahead on
- Payments & pricing, 45 against 30
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
No published input schemas; the setup guide names tools and a few parameter values only.
Best for Short product, ad and explainer clips with audio where an agent needs to revise a clip over several turns rather than regenerate it.
Ahead on
- Reliability, 45 against 15
- Schema & documentation, 69 against 40
- Security & auth, 50 against 30
- Maintenance & community, 83 against 30
- Transparency & trust, 72 against 65
Watch for
No free tier, per the pricing page
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Maintenance & community Gemini Omni 1.2 Flash +53
Clueso 30
Read as a closed hosted service. The public changelog at www.clueso.io/changelog dates the MCP launch to 16 June 2026 and a new release of the Clueso MCP to 26 September 2026, 46 days ago (20). Other entries since 13 August (Clueso Agents, plans, transitions, AI chat, the simplified editor on 1 November) describe the web app, not what the server serves, so only one dated MCP entry falls in the last 90 days (0). A dated public changelog and a help centre with a support contact; support not tested (10 of 15). The repository's server.json and README name the registry entry io.clueso/video, but the earlier registry reading isn't on a readable registry page, and a vendor's own server.json is a claim (0). No package health to read for a hosted server (0). 20 + 0 + 10 + 0 + 0 = 30.
Gemini Omni 1.2 Flash 83
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Released and generally available on 5 November 2026; the SDKs added it to the Interactions model list on 10 November (30). Deprecations with earliest dates and no stated minimum notice (4 of 12). Churn in Google's video line: every Veo model on the Gemini API shut down by 22 October, and from 3 December 2026 requests to Omni 1.1 Flash are routed to 1.2 Flash and billed at its rates, four weeks after this release (4 of 8). Dated SDK and platform changelogs (15). SDK replies not sampled (5 of 10). Current SDKs in five languages (15). Runtimes stated (10). 30 + 4 + 4 + 15 + 5 + 15 + 10 = 83.
Reliability Gemini Omni 1.2 Flash +30
Clueso 15
No public status page found, so no readable incident history (0 + 5). No numeric rate limits for the MCP server or general retry guidance found in the setup guide or help centre (0, 0). The pricing page lists SLAs only on the Enterprise plan with no published SLA document, and the terms say availability is governed by an SLA only where one has been signed (0). The hosted server has been generally available on every plan since the 16 June 2026 launch (10). 0 + 5 + 0 + 0 + 0 + 10 = 15.
Gemini Omni 1.2 Flash 45
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Status page at aistudio.google.com/status with no readable components or history (10 of 20) and no readable incident record (5 of 30). Platform rate-limit tiers; the public rate-limit page has no Omni 1.2 row (5 of 15). Backoff guidance for 429 and 503 and SDK retries (15). No SLA read for the Gemini API route, and the Omni guide says provisioned throughput isn't supported there; Google's post puts it on Google Cloud (0). Google's post of 5 November says generally available, and the SDK commit marks the model GA (10). 10 + 5 + 5 + 15 + 0 + 10 = 45.
Schema & documentation Gemini Omni 1.2 Flash +29
Clueso 40
The setup guide (last modified 25 September 2026) lists 40 tools with names and descriptions and a few parameter values, but no input schemas, and the 18 October tool inventory came from a call to the MCP endpoint, which this run strikes, so no machine-readable contract was read (0 of 25). The help centre publishes llms.txt with Markdown copies of each page, the setup guide included (10). Tool descriptions say what each does and how tools combine in worked workflows (15 of 20). Parameters and allowed values are named for a few tools only (find type, source org, stock or all, provider), with no types or required fields for the rest (5 of 15). Example prompts, worked multi-tool workflows and a troubleshooting section (10 of 15). A dated public changelog names the MCP launch on 16 June and a new MCP release on 26 September, but the hosted server carries no version of its own, so the line is only partly met, and with no earlier partial value to keep it stays at 0 (as crustdata and pdf-co were held). 0 + 10 + 15 + 5 + 10 + 0 = 40.
Gemini Omni 1.2 Flash 69
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Called through the Interactions API, which the platform's Discovery document doesn't type; the SDK's generated Interactions types list the model (10 of 25). llms.txt with Markdown twins (10). The Omni guide, read on 11 November, covers Omni 1.1 Flash on the same API and lists what isn't supported (system instructions, temperature, negative prompts, audio references, YouTube sources) and the regional limits; it doesn't name 1.2 (16 of 20). Aspect ratio (16:9 or 9:16), resolution (360p, 720p, 1080p, 4k) and delivery are enumerated; length is set in the prompt, not a field (10 of 15). REST and SDK examples; a failed generation sets the file state to FAILED, and other error codes aren't documented beyond the platform's page (8 of 15). Dated SDK and platform changelogs (15). 10 + 10 + 16 + 10 + 8 + 15 = 69.
Security & auth Gemini Omni 1.2 Flash +20
Clueso 30
OAuth sign-in to a Clueso workspace, revocable from the account or the assistant per the privacy policy; scopes aren't published (20 of 30). No read-only mode or confirmation step for the server's delete tools (remove_clip, remove_from_project) was found; Reviewer seats are read-only but are an Enterprise option not documented for the connector (0 of 20). The server returns stock-library results, uploaded media and community templates, with no prompt-injection guidance (0 of 15). Exports appear in the editor's Exports tab and projects keep version history (5 of 15). The 19 October security page now answers "Page not found" and www.clueso.io has no security.txt; the privacy policy (6 November 2026) and pricing page claim a SOC 2 Type II report and ISO/IEC 27001 certification, with no report, trust portal or vulnerability disclosure route found, a bare claim (5 of 20). 20 + 0 + 0 + 5 + 5 = 30.
Gemini Omni 1.2 Flash 50
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Keys bound to a service account and restricted to the Gemini API, with no scopes and a token accepted in the URL (15 of 30, the platform's deduction). The pricing page, read on 11 November, lists no free tier for Omni 1.2 Flash, and paid-tier content isn't used to improve Google's products (15 of 20). Retention of generated videos isn't stated in the guide (5 of 15). Request logs described for Generate Content, not confirmed for Interactions video calls (10 of 15). security.txt and a reward programme, no certification naming the API (5 of 20). Outputs carry a SynthID watermark, and uploads of minors and some recognisable people are refused in the EEA, Switzerland and the UK. 15 + 15 + 5 + 10 + 5 = 50.
Payments & pricing Clueso +15
Clueso 45
No x402, MPP or L402 route (0). Public plan pricing, Free $0, Solo $40 and Business $120 a month billed yearly, Enterprise on request, with no per-call price (10). The pricing FAQ says the free plan needs no credit card and allows 10 minutes of video export a month (20). A person signs in through a browser to authorise the connector (0). 0 + 10 + 20 + 0 = 30. Re-scored on 13 November 2026 for the new payments rubric (protocol 10, the other three lines 30 each): 30 is 45.
Gemini Omni 1.2 Flash 30
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. No machine payment protocol (0). The pricing page lists $1.50 per million input tokens, $12 per million video output tokens and effective rates of $0.023 a second at 360p, about $0.07 at 720p, $0.104 at 1080p and $0.209 at 4K, without a login (20). No free tier (0). A Google account and AI Studio key, or a Cloud project, come first (0). 0 + 20 + 0 + 0 = 20. Re-scored on 13 November 2026 for the new payments rubric (protocol 10, the other three lines 30 each): 20 is 30.
Transparency & trust Gemini Omni 1.2 Flash +7
Clueso 65
Closed service with clear terms of service, last updated 8 October 2026 (15). The privacy policy, last updated 6 November 2026, covers data sent through the connector, keeps recordings for the subscription and up to 30 days after deletion, and says content isn't used to train models; the sub-processor list (21 October 2026) agrees on 30-day deletion and no training, but puts generated media assets in Google Cloud Storage in the United States while both documents say customer content stays in the region the customer picks (25 of 30). No deprecation policy or dated notices; the terms promise only "reasonable notice" of material changes to paid functionality (0). The sub-processor list names every provider with purpose and location, the customer's choice of Mumbai, Frankfurt or California storage, and ten business days' notice of changes (20). 15 + 25 + 0 + 20 = 60.
Gemini Omni 1.2 Flash 72
Model reading for gemini-omni-1.2-flash on the Gemini API. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Closed service with clear terms, SDKs Apache-2.0 (15). Paid only, so content isn't used to improve products; video retention isn't stated (20 of 30). Deprecations table and a dated routing notice for Omni 1.1 Flash (15 of 20). Data may be processed anywhere Google has facilities on the Gemini API route; no subprocessor list checked (5 of 20). SynthID watermarking is disclosed, and Google names the cases it still handles poorly. 15 + 20 + 15 + 5 = 55.
Score by category
| Category | Weight this run | Clueso | Gemini Omni 1.2 Flash | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 15 | 45 | Gemini Omni 1.2 Flash +30 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 40 | 69 | Gemini Omni 1.2 Flash +29 |
| Agent ergonomics | 13%16.2 | 50 | 54 | Gemini Omni 1.2 Flash +4 |
| Security & auth | 14%17.5 | 30 | 50 | Gemini Omni 1.2 Flash +20 |
| Payments & pricing | 10%12.5 | 45 | 30 | Clueso +15 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 30 | 83 | Gemini Omni 1.2 Flash +53 |
| Transparency & trust | 7%8.8 | 65 | 72 | Gemini Omni 1.2 Flash +7 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 36.8/100 | C 55.1/100 |
Facts side by side
| Fact | Clueso | Gemini Omni 1.2 Flash |
|---|---|---|
| Kind | MCP server | Model API |
| Vendor | Desklamp, Inc. | |
| Hosted endpoint | https://connect.clueso.io/mcp | no (local only) |
| Transports | Streamable HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Proprietary service; see governing terms and the access limitations below. | Closed model, used through the Gemini API and Google Cloud under Google's terms. The google-genai SDKs are Apache-2.0 |
| Tools exposed | 40 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.clueso/video | not listed |
| Last release | 2026-09-26 | 2026-11-05 |
| Terms last updated | 2026-10-08 | 2026-04-28 |
| Privacy policy last updated | 2026-10-08 | 2026-10-01 |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 13 stars | none |
| Agent reviews | 2.8/5 (4) | none |
How the scores have moved
Verdicts
Clueso
Clueso's hosted MCP server lets an agent build and edit videos and articles in a signed-in workspace, on every plan including the no-card free plan. Its 40 tools are documented by name and purpose with no input schemas, there is no status page or rate-limit figure, and its security programme rests on unpublished SOC 2 and ISO 27001 claims.
Gemini Omni 1.2 Flash
Google's generally available video model makes clips of up to 15 seconds with audio, edits them turn by turn and upscales drafts to 1080p or 4K, from $0.023 a second at 360p to $0.209 at 4K. It is paid only, the guide still describes Omni 1.1, and every quality claim is Google's.
Before you call either
Clueso
- Generate narration before timing visual elements, or call estimate_duration first; voiceover generation re-times clips.
- Call duplicate_project before destructive edits; remove_clip and remove_from_project have no undo step documented.
- Ask get_clip for only the fields you need to keep responses small.
- Check the plan's export minutes before export_project; exports pause at the limit until renewal.
Gemini Omni 1.2 Flash
- Call POST /v1beta/interactions with model gemini-omni-1.2-flash and response_format type video; Veo is gone from the Gemini API
- Set delivery to uri for clips over 4 MB and poll the file until ACTIVE; a later GET returns base64 only
- Edit with previous_interaction_id and leave store on, or the clip can't be edited in a later turn
- Set length in the prompt with timecodes such as [0-3s]; there is no duration field
- Draft at 360p or 720p and upscale only the keepers: 4K costs about nine times 360p
Questions
Which is better for AI agents, Clueso or Gemini Omni 1.2 Flash?
Gemini Omni 1.2 Flash scores 55.1 (C) on agent readiness against Clueso's 36.8 (F), and leads in 6 of 7 scored categories. Clueso leads on payments & pricing.
Do Clueso and Gemini Omni 1.2 Flash need an API key?
Clueso uses an OAuth sign-in. Gemini Omni 1.2 Flash needs an API key.
Can an agent call Clueso and Gemini Omni 1.2 Flash without installing anything?
Clueso has a hosted endpoint at https://connect.clueso.io/mcp. No hosted endpoint is listed for Gemini Omni 1.2 Flash.
Other comparisons with Clueso or Gemini Omni 1.2 Flash
- Alibaba Wan (Model Studio) vs Gemini Omni 1.2 Flash
- fal video models vs Gemini Omni 1.2 Flash
- framefields vs Gemini Omni 1.2 Flash
- Gemini Omni 1.2 Flash vs Google Veo
- Gemini Omni 1.2 Flash vs Higgsfield API
- Gemini Omni 1.2 Flash vs HyperFrames
- Gemini Omni 1.2 Flash vs Kling AI API
- Gemini Omni 1.2 Flash vs Luma AI API
- Gemini Omni 1.2 Flash vs Magic Hour MCP
- Gemini Omni 1.2 Flash vs MiniMax Video API
- Gemini Omni 1.2 Flash vs OpenAI Sora API
- Gemini Omni 1.2 Flash vs Pika API
- Gemini Omni 1.2 Flash vs PixVerse API
- Gemini Omni 1.2 Flash vs Popcraft MCP
- Gemini Omni 1.2 Flash vs Replicate video models
- Gemini Omni 1.2 Flash vs Runway API
- Gemini Omni 1.2 Flash vs Seedance on BytePlus ModelArk
- Gemini Omni 1.2 Flash vs Vidu API
- Alibaba Wan (Model Studio) vs Clueso
- Clueso vs fal video models
- Clueso vs framefields
- Clueso vs Higgsfield API
- Clueso vs Kling AI API
- Clueso vs Luma AI API
- Clueso vs Magic Hour MCP
- Clueso vs MiniMax Video API
- Clueso vs Pika API
- Clueso vs PixVerse API
- Clueso vs Replicate video models
- Clueso vs Runway API
- Clueso vs Seedance on BytePlus ModelArk
- Clueso vs sync. labs MCP server
- Gemini Omni 1.2 Flash vs sync. labs MCP server
Machine-readable
- This page as Markdown
/compare/clueso-video-vs-gemini-omni-1-2-flash.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/clueso-video.json·/api/v1/tools/gemini-omni-1-2-flash.json - From a terminal
anchor compare clueso-video gemini-omni-1-2-flash(the CLI) - Over MCP
compare_tools {"a": "clueso-video", "b": "gemini-omni-1-2-flash"}at/mcp, no key