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Tura

80% fewer tokens; 16.7 percentage points higher success.

Open Source
Software Engineering
Developer Tools
GitHub
Vercel Day
Visit WebsiteSee on Product Hunt

Hunted byyohji1984yohji1984

Across 348 long-horizon benchmark sessions, Tura used up to 80% fewer tokens on the rewrite benchmark and improved the DeepSWE pass rate by up to 16.7 percentage points compared with Codex CLI.

Top comment

Tura is a local, open-source coding agent for developers who are tired of vague skill claims, token-saving extensions with no evidence, and agents without judgment wreck their repos. Across 20 DeepSWE v1.1 tasks, tested 60 sessions with GPT-5.6 SOL at High reasoning effort, Tura creates a substantial token-budget advantage by reducing repeated context and model round trips. You can spend that advantage in two ways. Direct turns most of it into lower cost: 83.5% fewer aggregate tokens than the official Codex CLI High configuration, with a verifier success rate of 65.0% versus 60.0%. Balanced puts more of the saved budget back into reasoning, investigation, and verification. It reached an 80.0% success rate—20 percentage points higher than Codex CLI High—while still using 49.6% fewer tokens

Comment highlights

the jump on DeepSWE without bloating token usage is genuinely impressive, most tools trade one for the other

honestly the token savings caught me off guard, ran it on a gnarly refactor and it just chewed through way less than I'd expect for the quality it spit out

About Tura on Product Hunt

80% fewer tokens; 16.7 percentage points higher success.

Tura was submitted on Product Hunt and earned 0 upvotes and 3 comments, placing #85 on the daily leaderboard. Across 348 long-horizon benchmark sessions, Tura used up to 80% fewer tokens on the rewrite benchmark and improved the DeepSWE pass rate by up to 16.7 percentage points compared with Codex CLI.

Tura was featured in Open Source (68.6k followers), Software Engineering (42.7k followers), Developer Tools (515.9k followers), GitHub (41.3k followers) and Vercel Day (26 followers) on Product Hunt. Together, these topics include over 123.2k products, making this a competitive space to launch in.

Who hunted Tura?

Tura was hunted by yohji1984. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Want to see how Tura stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.