Together launches a tool to switch the AI model in coding
Together AI presented a tool that lets you use other models in coding agents the team already knows. The move opens room to compare vendors with less change to the routine. The savings the company announces depend on your own evaluation, including quality, review and the cost of the finished deliverable.
Choosing the model gets a new alternative
On October 5, Together AI announced Together Link, which connects coding tools such as Claude Code and Codex to models hosted by the company. For whoever hires or maintains software development, the announcement opens a concrete possibility: evaluating another AI vendor while keeping part of the team's work environment.
The company presents a spending reduction of more than 50%. That percentage is a commercial claim by the vendor and doesn't show the savings another company will get. The comparison needs to include the work required to reach an accepted deliverable.
The math follows the completed work
A simple fix and a change that affects payments require different checks. Even when two tools get the same request, review time, failures found and extra attempts can change the math.
For management, this calls for an understandable unit of comparison: how much it cost to complete a task with the required quality. A lower charge for model usage can lose its advantage if the team spends more time correcting the result. This is a hypothesis to check in the company's process, without assuming it will happen with the announced tool.
The test starts with bounded tasks
A company with its own team can set aside a small set of familiar activities, define acceptance criteria and compare the current flow with the alternative. Internal documentation and isolated adjustments in a test environment are possible examples, as long as they don't involve data the organization hasn't authorized sharing.
If development is outsourced, the conversation with the vendor should include who reviews, where the code is processed and how the cost is calculated. The decision to switch models needs to come with responsibility for the deliverable.
Review goes into the budget
Before the pilot, record AI spending, hours of execution and review, number of corrections and accepted tasks. Use the same quality requirement in both conditions and include setup time.
Together Link creates an option for comparison. Adoption starts to make sense when the test shows an adequate combination of cost, time and quality for that work. Until that is shown, keep the alternative restricted to the pilot and keep a path back to the previous flow.
Sources
Together AI, 5 Oct 2026. https://www.together.ai/blog/together-link-frontier-quality-open-models-in-the-harness-you-already-use
Previously published on dg5i.com.br.