# How Gumloop uses Fireworks AI

**7x**: “the number of agent chats running on open-weight models grew 7x”

As published on [fireworks.ai](https://fireworks.ai/customers/gumloop-open-weight-models-case-study), July 2026. Captured by usedby on 2026-11-06.

- Company: [Gumloop](https://www.usedby.ai/companies/gumloop.md)
- Tool: [Fireworks AI](https://www.usedby.ai/tools/fireworks-ai.md)
- Industry: [Artificial Intelligence](https://www.usedby.ai/companies/industry/artificial-intelligence.md)

## The use case: how Gumloop deploys Fireworks AI

Gumloop builds AI-powered workflows and agents for organizations, and uses open-weight models such as GLM-5.2 served through Fireworks AI as its default inference provider to power agent chats and supporting operations like classification, tagging, and evaluation.

Summary written by usedby from the source page, in English. The figures are those of Fireworks AI and Gumloop, not ours.

> When we moved this agent from Opus 4.8 to GLM-5.2, nobody noticed a difference in the experience. The outputs were consistent with what we expected, which gave us the confidence to make GLM-5.2 a recommended model option.

- **72%**: “Up to 72% cost savings after moving an internal production agent from Opus 4.8 to GLM-5.2”

> The biggest benefit has been reliability. We tried other providers, but we’ve seen Fireworks lead in this sense, as well as respond to our requests and queries very fast.
>
> Gonzalo Soto Mallqui, Chief Product Officer, Gumloop

Source: [fireworks.ai](https://fireworks.ai/customers/gumloop-open-weight-models-case-study), captured 2026-11-06.

> The aha moment was when we were deciding whether to roll out GLM-5.2 as one of our recommended model options. We felt Fireworks gave us the confidence to do this without reliability concerns. We have a main agent that has access to all of our data that everyone across the company interacts with and asks questions. When we moved this agent from Opus 4.8 to GLM-5.2, nobody noticed a difference in the experience. The outputs were consistent with what we expected, which gave us the confidence to make GLM-5.2 a recommended model option.
>
> Gonzalo Soto Mallqui, Chief Product Officer

Source: [fireworks.ai](https://fireworks.ai/), captured 2026-10-05.

## Other AI tools used by Gumloop

- [E2B](https://www.usedby.ai/tools/e2b.md) — Confirmed
- [Greptile](https://www.usedby.ai/tools/greptile.md) — Confirmed
- [Apollo](https://www.usedby.ai/tools/apollo.md) — Observed
- [Reducto](https://www.usedby.ai/tools/reducto.md) — Observed

## Fireworks AI users in Artificial Intelligence

- [Genspark](https://www.usedby.ai/companies/genspark.md) — Confirmed
- [Sentient](https://www.usedby.ai/companies/sentient.md) — Confirmed
- [Lightfern](https://www.usedby.ai/companies/lightfern.md) — Observed
- [Lovable](https://www.usedby.ai/companies/lovable.md) — Observed
- [Micro 1](https://www.usedby.ai/companies/micro-1.md) — Observed
- [Motif](https://www.usedby.ai/companies/motif.md) — Observed

## What usedby checked

We compared the story with its live page on 2026-11-06.

- Checked: the figure 7x is printed word for word on the page, near the name of Gumloop.
- Checked: the passage quoted above is copied word for word from the page, near the name of Gumloop.
- Checked: the publication date is read from the page’s own metadata, never guessed.
- Checked: Gumloop uses Fireworks AI. Confirmed line. Latest check across sources: 2026-11-06.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/gumloop-fireworks-ai · How we check: https://www.usedby.ai/methodology