# opencode vs transformers

**Leader by vioscaleAI score:** transformers

| Attribute | opencode | transformers |
|---|---|---|
| **vioscaleAI score** | 43.6 (17% (low)) | 70.9 (77% (high)) |
| activity.commits_last_30d | - | 100 |
| adoption.dependent_repos | - | 31,800 |
| adoption.github_stars | - | 167,710 |
| content.faq | `[{"answer":"OpenCode is a free, open-source AI coding assistant that integrates with 75+ language models including Claude, GPT, and Gemini. It operates as a terminal interface, desktop application, or IDE extension, and prioritizes privacy by never storing user code or context data. It is indexed under AI Tools.","source":"https://opencode.ai","question":"What is opencode?","confidence":0.6},{"answer":"opencode is open source, so it can be self-hosted and used at no licence cost. Pricing changes often, so verify at source before relying on it.","source":"https://opencode.ai","question":"Is opencode free to use?","confidence":0.6},{"answer":"opencode supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://opencode.ai","question":"What platforms does opencode support?","confidence":0.6},{"answer":"Yes. opencode can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://opencode.ai","question":"Can opencode be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for opencode, including Claude, GPT, Gemini, OpenAI, GitHub Copilot and Models.dev. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://opencode.ai","question":"What does opencode integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for opencode. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as opencode not holding them. Always confirm compliance directly before you rely on it.","source":"https://trust.opencode.ai","question":"What security certifications does opencode have?","confidence":0.7}]` | `[{"answer":"A central library for defining and using state-of-the-art machine learning models with compatibility across multiple training frameworks, inference engines, and deployment platforms. Works with PyTorch, FSDP, DeepSpeed, vLLM, and other tools for both inference and training workflows. It is indexed under AI Tools.","source":"https://huggingface.co/pricing","question":"What is transformers?","confidence":0.6},{"answer":"transformers is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://huggingface.co/pricing","question":"Is transformers free to use?","confidence":0.6},{"answer":"transformers supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://huggingface.co/pricing","question":"What platforms does transformers support?","confidence":0.6},{"answer":"Yes. transformers can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://huggingface.co/pricing","question":"Can transformers be self-hosted?","confidence":0.6},{"answer":"We have confirmed 23 integrations for transformers, including PyTorch, DeepSpeed, FSDP, Axolotl, Unsloth, vLLM, SGLang and TGI, plus 15 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://huggingface.co/pricing","question":"What does transformers integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for transformers. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as transformers not holding them. Always confirm compliance directly before you rely on it.","source":"https://huggingface.co/privacy","question":"What security certifications does transformers have?","confidence":0.7},{"answer":"Yes. transformers is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/huggingface/transformers","question":"Is transformers open source?","confidence":0.95}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":true}` |
| description.long | OpenCode is a free, open-source AI coding assistant that integrates with 75+ language models including Claude, GPT, and Gemini. It operates as a terminal interface, desktop application, or IDE extension, and prioritizes privacy by never storing user code or context data. | Hugging Face is a hub for machine learning where users can host models, datasets, and interactive applications (Spaces), along with cloud storage and GPU compute infrastructure for model development and inference. |
| integrations.count | 8 | 24 |
| integrations.list | `[{"name":"Claude"},{"name":"GPT"},{"name":"Gemini"},{"name":"OpenAI"},{"name":"GitHub Copilot"},{"name":"ChatGPT Plus"},{"name":"ChatGPT Pro"},{"name":"Models.dev"}]` | `[{"name":"PyTorch"},{"name":"DeepSpeed"},{"name":"FSDP"},{"name":"PyTorch-Lightning"},{"name":"Axolotl"},{"name":"Unsloth"},{"name":"vLLM"},{"name":"SGLang"},{"name":"TGI"},{"name":"llama.cpp"},{"name":"mlx"},{"name":"Amazon Bedrock"},{"name":"AWS"},{"name":"Google Cloud"},{"name":"Microsoft Azure"},{"name":"Diffusers"},{"name":"Datasets"},{"name":"Gradio"},{"name":"Accelerate"},{"name":"PEFT"},{"name":"TRL"},{"name":"Optimum"},{"name":"Safetensors"},{"name":"Bitsandbytes"},{"name":"PyCharm","native":true},{"name":"Kaggle","native":true,"category":"collaboration","direction":"bidirectional"},{"name":"Papers with Code","native":true,"category":"research","direction":"outbound"}]` |
| language.primary | - | Python |
| license.spdx | - | Apache-2.0 |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","plans":[{"free":true,"name":"OpenCode","description":"Completely free and open source","contactSales":false}],"summary":"Free and open source","freeTier":true,"sourceUrl":"https://opencode.ai","retrievedAt":"2026-07-30T22:18:47.087Z"}` | `{"type":"hybrid","plans":[{"free":false,"name":"Pro","summary":"$9/month","features":["2x public storage capacity","$2 monthly inference credits","8x ZeroGPU quota with highest priority","PRO badge"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":9,"period":"month","currency":"USD"}],"description":"Enhanced experience for individual users","contactSales":false},{"free":false,"name":"Team","summary":"$20/user/month","commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":20,"period":"month","currency":"USD"}],"description":"Collaborative workspace for growing teams","contactSales":false},{"free":false,"name":"Enterprise","description":"Custom features and dedicated support","contactSales":true}],"addOns":[{"name":"Cloud Storage (HF Hub)","components":[{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":12,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":10,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":8,"period":"month","currency":"USD"}]},{"name":"Cloud Storage (AWS S3)","components":[{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":23,"period":"month","currency":"USD"}]},{"name":"Cloud Storage (Backblaze Overdrive)","components":[{"per":{"qty":1,"unit":"TB"},"kind":"metered","amount":15,"period":"month","currency":"USD"}]}],"summary":"Pro at $9/month, Team at $20/user/month, Enterprise custom pricing. Free tier with CPU compute. Storage starts at $8/TB/mo with volume discounts.","currency":"USD","freeTier":true,"sourceUrl":"https://huggingface.co/pricing","retrievedAt":"2026-10-15T09:22:00.502Z","startingPrice":{"amount":9,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.starting_price | - | `{"amount":9,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| release.cadence_days | - | 7 |
| release.history | - | `[{"url":"https://github.com/huggingface/transformers/releases/tag/v5.19.0","date":"2026-10-06T16:39:23Z","type":"stable","version":"v5.19.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.18.0","date":"2026-09-30T16:46:27Z","type":"stable","version":"v5.18.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.17.0","date":"2026-09-09T15:42:45Z","type":"stable","version":"v5.17.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.16.1","date":"2026-08-26T14:50:01Z","type":"stable","version":"v5.16.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.16.0","date":"2026-08-26T12:35:15Z","type":"stable","version":"v5.16.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.15.1","date":"2026-08-19T10:50:47Z","type":"stable","version":"v5.15.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.15.0","date":"2026-08-10T10:28:13Z","type":"stable","version":"v5.15.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.14.1","date":"2026-07-16T09:41:36Z","type":"stable","version":"v5.14.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.14.0","date":"2026-07-15T19:02:19Z","type":"stable","version":"v5.14.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.13.1","date":"2026-07-11T09:15:36Z","type":"stable","version":"v5.13.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.13.0","date":"2026-07-03T16:06:27Z","type":"stable","version":"v5.13.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.12.1","date":"2026-06-15T17:29:59Z","type":"stable","version":"v5.12.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.10.3","date":"2026-06-15T17:29:39Z","type":"stable","version":"v5.10.3"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.12.0","date":"2026-06-12T14:39:40Z","type":"stable","version":"v5.12.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.11.0","date":"2026-06-10T16:32:44Z","type":"stable","version":"v5.11.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.10.2","date":"2026-06-04T18:43:06Z","type":"stable","version":"v5.10.2"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.10.1","date":"2026-06-03T15:37:41Z","type":"stable","version":"v5.10.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.9.0","date":"2026-05-20T14:12:54Z","type":"stable","version":"v5.9.0"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.8.1","date":"2026-05-13T03:21:23Z","type":"stable","version":"v5.8.1"},{"url":"https://github.com/huggingface/transformers/releases/tag/v5.8.0","date":"2026-05-05T16:52:21Z","type":"stable","version":"v5.8.0"}]` |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.scorecard | - | 6.5 |
| security.soc2 | yes | - |
| security.trust_center | - | https://huggingface.co/blog/security-incident-july-2026 |
| security.vulnerabilities | - | `{"count":24,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=transformers&per_page=100","last_12m":5,"max_severity":"CRITICAL"}` |

*Source: vioscaleAI. Generated 2026-10-16T11:47:37.540Z. "-" = undocumented, not absent.*