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How it compares

This page compares ThrillhouseBot with other AI code-review tools. Each fact about another tool comes from its public documentation, checked in October 2026, and the source is linked in the notes below the table. Vendors change their products often, so check the source if a detail matters to you. "Not documented" means the public docs do not mention the capability; it does not prove the tool lacks it.

The table covers ThrillhouseBot, CodeRabbit, the open-source PR-Agent, GitHub Copilot code review, the PRSense CLI, and Kit (cased-kit). Qodo's commercial product is outside the scope of this table. PRSense and Kit are included as CLI alternatives that can run with your own model.

FeatureThrillhouseBotCodeRabbitPR-AgentCopilot reviewPRSenseKit
LicenseApache-2.0Proprietary 1MIT 2Proprietary 3Apache-2.0 4MIT 5
Git platformsGitHubGitHub, GitLab, Bitbucket, Azure DevOps 6GitHub, GitLab, Bitbucket, Azure DevOps, Gitea 7GitHub; Azure DevOps in preview 8Local git; reads GitHub, GitLab and Codeberg PRs 4GitHub, local diffs 5
How reviews runGitHub App, on webhooksGitHub App; also IDE and CLI 6Self-hosted app or webhook, GitHub Action, CLI 7Requested reviewer or ruleset; also IDEs and CLI 8CLI or pre-push hook, output to the terminal 4CLI or CI job, posts one PR comment 5
Self-hostYes, the only optionEnterprise, 500+ seats 9YesModels no; runners yes 10Yes, local CLI 4Yes, CLI or your own CI 5
Bring your own modelAny OpenAI-compatible endpointSelf-hosted only; providers not listed 9Yes, via LiteLLM or an OpenAI-compatible URL 11No 12Ollama, OpenAI, Google, Anthropic 4Anthropic, OpenAI, Google, Ollama, OpenAI-compatible 5
Local models (Ollama)YesNot documentedYes; docs include a dated quality caveat 11No 12Yes, the default 4Yes 5
Cost / token reportingBuilt-in web dashboardUsage dashboard without token or cost figures 13Optional tokens and cost in the PR comment 14Billing reports and usage metrics, no per-review breakdown 15Token counts with --stats 4Dollar cost per review in CLI output 5
FootprintNative binary; versioned image measurements 16SaaS, or a self-hosted container image 9Python package or Docker image 17SaaS; the review runs on GitHub Actions 10Node.js CLI 4Python package 5
Cost modelNo software fee; hosting and model costs applySeat subscription with usage limits; public repositories free 18No software fee; hosting and model costs applyPaid plans or organization-funded reviews 15No software fee; hosting and model costs applyNo software fee; hosting and model costs apply
Deterministic secret scanningOpt-in, added lines onlyYes, Betterleaks on by default 19Not documented 20Not documented 21Not documentedNot documented
IaC / infrastructure checksOpt-in, fixed rule setYes: Checkov, Trivy, TFLint, Hadolint, actionlint 19Not documented 20Not documentedNot documentedNot documented
Linked-issue / acceptance-criteria checkOpt-in, GitHub Issues in the same repositoryYes: GitHub, GitLab, Jira, Linear, Azure DevOps 22Yes, on by default: GitHub and GitLab issues, Jira Cloud, Asana, Linear 23No built-in check; issue context through MCP servers 24Not documentedNot documented
CI-failure context in reviewsOpt-in: failed checks and test names; optional Actions log tailYes, reads the failure output 25No built-in tool; the GitHub Action can add a CI output file 26Not documentedNot documentedNot documented
Learning from maintainer feedbackOpt-in: declines with a reason, plus /rememberYes, learnings from chat replies 27No; static instruction files only 28Repository facts with Copilot Memory (preview) 29Not documentedNot documented; on the roadmap 30

ThrillhouseBot runs as a self-hosted GitHub App. You configure an OpenAI-compatible model endpoint; a local Ollama endpoint keeps model requests on your network. The dashboard shows the repositories each signed-in user can read across App installations, with review history, token use and costs. Its Live page follows the current review step and spend. Optional triage orders a large pull request's files by risk, so low-risk files are the first left out; optional routing and fallback select models on the configured provider. Large diffs are split into batches within a token budget, and files that do not fit are listed as unreviewed.

The finding verifier can revise suggested fixes and remove contradicted description sentences. An optional summary-verification call checks summary statements against the diff and findings. These model checks can miss defects or retain unsupported claims; inspect suggestions before applying them.

Secret and IaC scanning, linked-issue context, CI-failure context and review learnings are off by default. The scanners match fixed patterns on added lines. Linked issues come from GitHub Issues in the same repository. ThrillhouseBot supports GitHub pull requests only and has no hosted service.

The table separates deployment and model choice from review context and reporting. CodeRabbit and Copilot provide hosted reviews. PR-Agent supports self-hosted integrations on several git platforms. PRSense and Kit provide CLI workflows. Check the linked documentation for the platforms, model providers and subscription terms your deployment needs.

  1. CodeRabbit's terms reserve all intellectual property in the service and forbid reverse engineering. https://www.coderabbit.ai/terms-of-service ↩

  2. PR-Agent moved to the community-owned The-PR-Agent organization in April 2026. Its license changed from AGPL-3.0 to Apache-2.0 in May 2026 and to MIT in July 2026. https://www.qodo.ai/blog/qodo-is-handing-pr-agent-over-to-the-community/ · https://github.com/The-PR-Agent/pr-agent/blob/main/LICENSE ↩

  3. Copilot is covered by GitHub's product-specific terms. https://github.com/customer-terms/github-copilot-product-specific-terms ↩

  4. PRSense is the @prsense/cli npm package (Apache-2.0, Node.js 22 or later). It reviews a local branch or a PR URL and prints its findings; with --stats it adds token counts. Ollama is the default provider. The README calls it experimental. https://github.com/navxio/prsense · https://registry.npmjs.org/@prsense/cli ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8

  5. Kit is the MIT-licensed cased-kit Python package. kit review takes a PR URL or a local diff, from a terminal or a CI job, and prints the review's cost. Its latest release, v3.5.1, is from January 2026. https://kit.cased.com/pr-reviewer/ · https://kit.cased.com/pr-reviewer/configuration/ · https://github.com/cased/kit ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8

  6. GitHub.com, GitLab.com, Bitbucket Cloud and Azure DevOps, plus GitHub Enterprise Server, self-managed GitLab and Bitbucket Data Center. Reviews also run from IDE extensions and a CLI. https://docs.coderabbit.ai/platforms/overview · https://docs.coderabbit.ai/ ↩ ↩2

  7. The app or webhook server runs on GitHub, GitLab, Bitbucket, Azure DevOps and Gitea; the CLI and CI pipelines are also supported. https://docs.pr-agent.ai/overview/supported_platforms/ ↩ ↩2

  8. Supported in GitHub.com, GitHub CLI, GitHub Mobile, several IDEs and "Azure DevOps (public preview)". Reviews can be requested by hand or automatically through a ruleset. https://docs.github.com/en/copilot/concepts/agents/code-review ↩ ↩2

  9. "The self-hosted option is available for CodeRabbit Enterprise customers with 500 or more user seats." It ships as a container image and connects to "your own large language model provider or account"; the page does not list providers or local models. https://docs.coderabbit.ai/self-hosted/github ↩ ↩2 ↩3

  10. The review runs on GitHub Actions, on standard, larger or self-hosted runners; Actions Runner Controller is the only supported self-hosted setup. https://docs.github.com/en/copilot/how-tos/copilot-on-github/set-up-copilot/configure-runners ↩ ↩2

  11. Models are reached through LiteLLM or an OpenAI-compatible api_base. Ollama and vLLM are supported. The page also carries a January 2025 warning about local-model review quality; that is not a current benchmark. https://docs.pr-agent.ai/usage-guide/changing_a_model/ ↩ ↩2

  12. "Model switching is not supported." Bring-your-own-key applies to Copilot Chat, not to pull request review; the Copilot CLI's local review can use your own provider, including Ollama. https://docs.github.com/en/copilot/concepts/agents/code-review · https://github.blog/changelog/2026-04-07-copilot-cli-now-supports-byok-and-local-models/ ↩ ↩2

  13. The Review Usage dashboard reports review events, rate limits and files reviewed, and "is not a billing ledger". https://docs.coderabbit.ai/management/review-usage-dashboard ↩

  14. config.output_run_details adds the model, token count and run time to the comment; config.output_run_cost adds an estimated cost. Both are off by default. https://docs.pr-agent.ai/usage-guide/additional_configurations/ ↩

  15. Copilot Free does not include code review. Organizations can also fund reviews for members without an individual Copilot license. Reviews use AI credits for tokens plus GitHub Actions minutes, and minutes are charged on private repositories only. Usage shows up in billing reports and the Copilot usage metrics; the model is not disclosed. https://docs.github.com/en/copilot/concepts/agents/code-review · https://docs.github.com/en/copilot/reference/copilot-billing/models-and-pricing · https://github.blog/changelog/2026-04-27-github-copilot-code-review-will-start-consuming-github-actions-minutes-on-june-1-2026/ ↩ ↩2

  16. The linux/amd64 image for v0.6.9 is 57 MB compressed (55.7 MB for linux/arm64). The native binary inside it is about 138 MB uncompressed; the release tarball is 48 MB. ↩

  17. pip install pr-agent (Python 3.12 or later) or the pragent/pr-agent Docker image. https://docs.pr-agent.ai/installation/ ↩

  18. Plans are priced per developer per month, with included review limits and optional usage-based reviews. There is a 14-day trial; public repositories are reviewed for free. https://www.coderabbit.ai/pricing ↩

  19. Betterleaks "is enabled by default" and runs on changed files. The tool list includes TruffleHog, Checkov, Trivy, TFLint, Hadolint, actionlint and zizmor. https://docs.coderabbit.ai/tools/betterleaks · https://docs.coderabbit.ai/tools/list ↩ ↩2

  20. The optional security section of /review is written by the model; no deterministic scanner is documented. https://docs.pr-agent.ai/tools/review/ ↩ ↩2

  21. The code review docs describe no secret scanner. GitHub secret scanning and GitHub Code Quality are separate products. https://docs.github.com/en/copilot/concepts/agents/code-review ↩

  22. Linked-issue assessment rates the pull request against the linked issue. It is on by default for private repositories and off for public ones. https://docs.coderabbit.ai/guides/linked-issues ↩

  23. Ticket compliance is on by default (require_ticket_analysis_review) and rates the pull request against the ticket, including its acceptance criteria. https://docs.pr-agent.ai/core-abilities/fetching_ticket_context/ ↩

  24. The review can pull issue-tracking context from configured MCP servers. https://docs.github.com/en/copilot/concepts/agents/code-review ↩

  25. "When a CI/CD pipeline fails on a pull request, CodeRabbit reads the failure output and posts inline comments with suggested fixes." Supports GitHub Actions, GitLab CI/CD, CircleCI, Jenkins and Azure DevOps Pipelines. https://docs.coderabbit.ai/tools/pipeline-remediation ↩

  26. The open-source tool list has no CI-feedback tool. The GitHub Action can inject a file from an earlier CI step, such as a test report, into the prompt. https://docs.pr-agent.ai/installation/github/ ↩

  27. CodeRabbit "learns your team's code-review preferences based on chat interactions". https://docs.coderabbit.ai/knowledge-base/learnings ↩

  28. Instructions come from static files (extra_instructions, repo_context_files). Learning from accepted suggestions belonged to Qodo's commercial product. https://docs.pr-agent.ai/tools/improve/ ↩

  29. Copilot Memory is in public preview on all paid plans, and code review uses repository-level facts only. A 👎 on a comment does not stop the same comment on a re-review. https://docs.github.com/en/copilot/concepts/agents/copilot-memory · https://docs.github.com/en/copilot/how-tos/use-copilot-agents/request-a-code-review/use-code-review ↩

  30. Review profiles store static guidelines. A feedback-learning system is listed under planned features. https://kit.cased.com/pr-reviewer/profiles/ · https://github.com/cased/kit/blob/main/src/kit/pr_review/ROADMAP.md ↩