Product Update
Shipped April 25, 2026

Your research and qualification agents now run on the best frontier model by default

Three changes to how Account Qualification, Account Research, and Contact Research agents run. They all point in the same direction: you get the best frontier model for each task, at the best price, by default.

Three changes to how your research and qualification agents run. The model dropdown is gone. You pick the effort level, we route each run to the strongest frontier model available for that level. When better models ship, your agents inherit them automatically.

01

We pick the model. You pick the effort.

OpenAI, Anthropic, and Google ship new frontier models every few weeks. Capabilities shift. Prices shift. Which model is best for account research this week is not the same as which one is best for contact qualification, and both change again next month. Your team should not have to track any of that.

So the model dropdown is gone on these three agents. You now pick Low, Medium, or Advanced effort, and we route each run to the strongest frontier model for that level of reasoning, at the best price we can secure. When better models ship, your agents inherit them automatically. No migration. No retuning. No settings to update.

Low 0.5 credit
Follows your steps exactly. Best when your instructions cover the task.
Medium 1 credit
Follows your steps and expands them with extra reasoning when needed. Best when the agent has to think through details your instructions don't spell out.
Advanced 1.5 credits
Handles complex, ambiguous tasks that need deep reasoning and judgment.
02

Speed is its own lever now.

Account Qualification, Account Research, and Contact Research agents can now run at Standard or Fast. Standard is the default and covers most use cases. Fast doubles the credit cost and gives you priority processing for moments where timing is the whole point: inbound lead qualification, post-event follow-up, day-of outbound on a fresh signal.

Standard 1x
Default processing speed. Best value per run.
Fast 2x
Priority processing. Use when timing is part of the task.
03

Low effort moves from 0.3 to 0.5 credits.

The model now powering Low is a frontier reasoning model, significantly more capable than what we ran before. In our testing, it handles account research, qualification, and contact-level tasks at a quality level we could previously only get from much more expensive models. The extra 0.2 credits reflects that jump in capability. Low is still the cheapest way to run any agent in Evergrowth.

0.3 credit 0.5 credit per Low-effort run, with the new frontier model behind it
We already migrated your agents for you

You don't need to do anything. We re-routed every existing agent to the most efficient frontier model behind the scenes, with no change to your output structure or schema.

95%+
of your existing agents will run on Low effort and deliver higher-quality results, faster, than they did before.

The other handful, the ones doing complex multi-step reasoning where instructions can't fully cover the path, will perform best on Medium or Advanced. Your CSM will flag the specific ones worth retuning.

Which agents are included

This release covers three agent types. Every other agent runs as it did before, for now.

Coming next. Same framework rolling across the rest of the agent types over the coming weeks, starting with Contact Qualification and Play Agents.

Where you'll see this

The new Effort and Speed controls are visible in two places. The model dropdown is gone on these three agents.

01 Agent Training Center
[Screenshot placeholder
Agent edit modal in the Training Center showing the new Effort and Speed controls with the live credit calculator]
Open the Agent Training Center, edit any Account Qualification, Account Research, or Contact Research agent. The Effort and Speed controls sit below the instructions field, with a live credit calculator showing cost per run.
02 Agents tab inside the product
[Screenshot placeholder
Agents tab inside a workspace showing the effort and speed indicators next to each agent]
The same controls appear on the Agents tab inside any workspace, so reps and managers can see at a glance which effort and speed each agent is running on without leaving their flow.

What to watch for

If your agent output style is locked to a specific phrasing or structure, run a few sample runs on the new Low before you trust the outputs at volume. The quality bar is higher, but the phrasing can shift.

For agents doing complex multi-step reasoning where the steps can't be fully spelled out, Medium or Advanced will outperform Low. Your CSM can walk through any agent you want to retune.

Same framework coming to the rest of your agents

Contact Qualification and Play Agents are next, so you can dial speed on outbound sequences where timing matters most. We'll roll the rest out over the coming weeks.