# Gemini 3.6 Flash on iac-bench 2026-10

> Source: <https://www.massdriver.cloud/blogs/iac-bench-2026-10-gemini-3-6-flash>
> Published: 2026-11-04 00:00:00+00:00

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How Gemini 3.6 Flash did on iac-bench 2026-10: an overall composite of 54.3, scores per fixture, strengths, weaknesses and the patterns in its OpenTofu modules.

| Developer |  | 
| API identifier | `gemini-3.6-flash` | 
| Access | Gemini API | 
| Weights | Closed | 
| List price (USD / M tokens, in / out) | 0.75 / 3.75 (OpenRouter, 2026-10-23) | 
| Evaluated | 2026-10-22 (generation) · 2026-10-23 (judge) | 
| Attempts | 9 (3 fixtures × 3 samples) | 
| **Overall composite** | **54.3** (95% CI 40.0–61.5) | 
| Rank | 10 of 10 (95% rank interval 10–10) | 
| Mechanical only / judge only | 50.9 (rank 10) / 62.3 (rank 10) | 
| Failed gates · insecure attempts | 1/9 · 8/9 | 
| Estimated cost, all 9 attempts | $3.14 | 

Gemini 3.6 Flash places last, with security findings in 8 of 9 attempts and one failed
gate. Its defining habit is to ship secure values as *defaults on consumer-facing inputs*
rather than as fixed properties. The S3 public access block, Cloud SQL public IP and
`ssl_mode`, and App Service HTTPS are all inputs, each with a safe default and no
validation.

That one habit drives most of its losses:

`H1` lost in every attempt that planned (8/8);
Its resource mechanics, by contrast, are consistently sound.

| Fixture | Composite median (range) | Rubric median | Expertise | Judge median | ✗ gate | ⚠ security | Median inputs | Median output tokens | Median time | Median cost | 
|---|---|---|---|---|---|---|---|---|---|---|
| G001 · S3 | 62.8 (55.9–65.1) | 0.581 | 4/7 | 73.7 | 0/3 | 3/3 ( `H1` ) | 22 | 18,077 | 235 s | $0.164 | 
| G002 · Cloud SQL | 49.2 (48.2–59.2) | 0.454 | 6/9 | 55.3 | 0/3 | 3/3 ( `H1` ,`H2` ) | 33 | 28,188 | 238 s | $0.297 | 
| G003 · App Service | 51.0 (15.0–62.4) | 0.472 | 3/5 | 57.9 | 1/3 | 2/3 ( `H1` ,`H2` ) | 40 | 51,324 | 666 s | $0.473 | 

Rubric items not at full credit, counted over attempts that planned: G001: `A3` 3/3, `A5` 3/3, `B1` 1/3, `H1` 3/3, `H9` 1/3, `H12` 3/3, `H13` 3/3, `H15` 2/3; G002: `A8` 3/3, `B1` 2/3, `H1` 3/3, `H2` 3/3, `H4` 1/3, `H5` 1/3, `H7` 3/3, `H9` 3/3, `H10` 3/3, `H11` 3/3; G003: `A6` 2/2, `A7` 2/2, `H1` 2/2, `H2` 2/2, `H3` 1/2, `H4` 1/2, 1 attempt failed the gate. Definitions are in [Scoring criteria](https://www.massdriver.cloud/blogs/iac-bench-2026-10-scoring-criteria).

`H2`, 3/3.` ipv4_enabled` is an input.`ssl_mode` is an unvalidated string, and its own description lists the unencrypted mode
(excerpt below).`database_flags` turn IAM authentication off.`https_only` is missing on the
slot or exposed as an input, and the basic-auth publishing flags are never set.`H7`, `H10`, 3/3).` validation` blocks across all nine modules.`test*.tf` files.
`G002/gemini-3.6-flash-e1/variables.tf` lines 65–75

```
variable "ipv4_enabled" {
  description = "Whether public IPv4 is assigned to the instance. Default is false (Private IP only)."
  type        = bool
  default     = false
}

variable "ssl_mode" {
  description = "SSL/TLS connection mode: ENCRYPTED_ONLY, TRUSTED_CLIENT_CERTIFICATE_REQUIRED, or ALLOW_UNENCRYPTED_AND_ENCRYPTED."
  type        = string
  default     = "ENCRYPTED_ONLY"
}
```

Both defaults are secure, but each control is an unvalidated consumer input, and the description advertises the unencrypted mode. This fails both mandatory Cloud SQL items.

How Claude Fable 5.1 did on iac-bench 2026-10: an overall composite of 86.9, scores per fixture, strengths, weaknesses and the patterns in its OpenTofu modules.

How Claude Haiku 5.5 did on iac-bench 2026-10: an overall composite of 68.0, scores per fixture, strengths, weaknesses and the patterns in its OpenTofu modules.

How Claude Opus 5.5 did on iac-bench 2026-10: an overall composite of 88.9, scores per fixture, strengths, weaknesses and the patterns in its OpenTofu modules.
