Gemini 3.5 Flash vs Gemini 3 Flash Preview vs Grok 4.20 (Reasoning)
Gemini 3 Flash Preview comes out ahead, 73 to 69 and 68 on our weighted score, and it is the cheaper option too.
Google
Gemini 3.5 Flash
69/100- ECI154.5
- Price$1.50 / $9.00
- Context1.05M
- Our pick
Google
Gemini 3 Flash Preview
73/100- ECI151.8
- Price$0.50 / $3.00
- Context1.05M
xAI
Grok 4.20 (Reasoning)
68/100- ECI152.0
- Price$1.25 / $2.50
- Context1M
Gemini 3 Flash Preview is our pick
Gemini 3 Flash Preview is the better all-round choice, scoring 73/100 against Gemini 3.5 Flash (69) and Grok 4.20 (Reasoning) (68). It leads on price. Gemini 3.5 Flash wins on capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityGemini 3.5 FlashCapabilities Index (ECI): Gemini 3.5 Flash 154.5 · Grok 4.20 (Reasoning) 152.0 · Gemini 3 Flash Preview 151.8
- Lowest priceGemini 3 Flash PreviewGemini 3 Flash Preview $1.13 · Grok 4.20 (Reasoning) $1.56 · Gemini 3.5 Flash $3.38 per 1M tokens (3:1 blend)
- Longest contextGemini 3.5 Flash and Gemini 3 Flash PreviewGemini 3.5 Flash 1,048,576 · Gemini 3 Flash Preview 1,048,576 · Grok 4.20 (Reasoning) 1,000,000 tokens
- Widest inputsGemini 3.5 Flash and Gemini 3 Flash PreviewGemini 3.5 Flash: Text, Images, PDFs, Audio, Video · Gemini 3 Flash Preview: Text, Images, PDFs, Audio, Video · Grok 4.20 (Reasoning): Text, Images, PDFs
- Self-hostingNo open weightsAll three are available only through APIs
| Measure | Weight | Gemini 3.5 Flash | Gemini 3 Flash Preview | Grok 4.20 (Reasoning) |
|---|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 84 | 80 | 81 |
| Price | 25% | 25 | 47 | 41 |
| Inputs & features | 15% | 100 | 100 | 80 |
| Context window | 10% | 61 | 61 | 60 |
| Overall | 100% | 69/100 | 73/100 | 68/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | |||
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | 154.5 (best) | 151.8 | 152.0 |
| ECI rank | #33 of 148 (best) | #43 of 148 | #41 of 148 |
| GPQA DiamondGraduate-level science questions | 92.8% (best) | 89.4% | 89.3% |
| FrontierMath Tiers 1–3Research-level mathematics | 62.8% (best) | 51.2% | 44.9% |
| OTIS Mock AIME 2024–2025Competition mathematics | 95.6% (best) | 95.6% (best) | 92.2% |
| SWE-bench VerifiedFixing real GitHub issues | 79.3% (best) | 75.4% | — |
| SimpleQA VerifiedShort factual questions | 66.2% | 66.8% (best) | 30.2% |
| Price per million tokens | |||
| Input | $1.50 | $0.50 (best) | $1.25 |
| Output | $9.00 | $3.00 | $2.50 (best) |
| Cached input | $0.15 | $0.05 (best) | $0.20 |
| Blended (3:1) | $3.38 | $1.13 (best) | $1.56 |
| Long-context rate | Same rate | Same rate | Over 200K: $2.50 / $5.00 |
| Price source | Official Google API | Official Google API | Official xAI API |
| Limits | |||
| Context window | 1,048,576 tokens (best) | 1,048,576 tokens (best) | 1,000,000 tokens |
| Max output | 65,536 tokens (best) | 65,536 tokens (best) | 30,000 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | Yes | Yes |
| PDFs | Yes | Yes | Yes |
| Audio | Yes | Yes | No |
| Video | Yes | Yes | No |
| Reasoning | Yesminimal · low · medium · high | Yesminimal · low · medium · high | Yes |
| Tool calling | Yes | Yes | Yes |
| Structured output | Yes | Yes | Yes |
| Availability | |||
| Weights | Proprietary | Proprietary | Proprietary |
| API model ID | gemini-3.5-flash | gemini-3-flash-preview | grok-4.20-0309-reasoning |
| API providers | 32 (best) | 20 | 11 |
| Released | May 19, 2026 | Dec 17, 2025 | Mar 9, 2026 |
| Knowledge cutoff | Jan 2025 | Jan 2025 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
Gemini 3.5 Flash$33.00
Gemini 3 Flash Preview$11.00
Grok 4.20 (Reasoning)$17.50
Which should you choose?
Which is better: Gemini 3.5 Flash, Gemini 3 Flash Preview or Grok 4.20 (Reasoning)?
Gemini 3 Flash Preview is the better all-round choice, scoring 73/100 against Gemini 3.5 Flash (69) and Grok 4.20 (Reasoning) (68). It leads on price. Gemini 3.5 Flash wins on capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Gemini 3.5 Flash, Gemini 3 Flash Preview or Grok 4.20 (Reasoning)?
Gemini 3 Flash Preview is cheaper at $0.50 input / $3.00 output per million tokens (official Google API price). Grok 4.20 (Reasoning) costs $1.25 input / $2.50 output per million tokens (official xAI API price); Gemini 3.5 Flash costs $1.50 input / $9.00 output per million tokens (official Google API price). At a typical mix of three input tokens to one output token, that is $1.13 per million tokens for Gemini 3 Flash Preview versus $1.56 for Grok 4.20 (Reasoning) (1.4× as much) and $3.38 for Gemini 3.5 Flash (3× as much).
Which scores higher on benchmarks?
Gemini 3.5 Flash scores higher on the Capabilities Index (ECI): Gemini 3.5 Flash 154.5 (#33 of 148), Grok 4.20 (Reasoning) 152.0 (#41 of 148) and Gemini 3 Flash Preview 151.8 (#43 of 148). The confidence ranges of the top two overlap (152.5–156.6 vs 149.3–154.4), so treat the gap as small. On individual benchmarks: GPQA Diamond — Gemini 3.5 Flash 92.8%, Gemini 3 Flash Preview 89.4%, Grok 4.20 (Reasoning) 89.3%; FrontierMath Tiers 1–3 — Gemini 3.5 Flash 62.8%, Gemini 3 Flash Preview 51.2%, Grok 4.20 (Reasoning) 44.9%; OTIS Mock AIME 2024–2025 — Gemini 3.5 Flash 95.6%, Gemini 3 Flash Preview 95.6%, Grok 4.20 (Reasoning) 92.2%; SimpleQA Verified — Gemini 3 Flash Preview 66.8%, Gemini 3.5 Flash 66.2%, Grok 4.20 (Reasoning) 30.2%.
Which is better for coding?
There are no published SWE-bench Verified results for Grok 4.20 (Reasoning) yet, so there is no like-for-like coding score. On overall capability, Gemini 3.5 Flash leads, which tends to carry over to coding, but test on your own codebase. All three support tool calling for agent workflows.
Which has the bigger context window?
Gemini 3.5 Flash and Gemini 3 Flash Preview have the largest context windows (1,048,576 and 1,048,576 tokens), against 1,000,000 for Grok 4.20 (Reasoning). Maximum output per response: Gemini 3.5 Flash up to 65,536, Gemini 3 Flash Preview up to 65,536, Grok 4.20 (Reasoning) up to 30,000 tokens.
Which can read images, PDFs, audio or video?
Gemini 3.5 Flash accepts text, images, PDFs, audio and video; Gemini 3 Flash Preview accepts text, images, PDFs, audio and video; Grok 4.20 (Reasoning) accepts text, images and PDFs. Gemini 3.5 Flash handles the widest range of inputs.
Are any of these open source?
No. Gemini 3.5 Flash, Gemini 3 Flash Preview and Grok 4.20 (Reasoning) are proprietary and only available through APIs and apps.
Which is newer?
Gemini 3.5 Flash is the newest, released May 19, 2026. Grok 4.20 (Reasoning) came out Mar 9, 2026; Gemini 3 Flash Preview came out Dec 17, 2025. Knowledge cutoff: Gemini 3.5 Flash Jan 2025, Gemini 3 Flash Preview Jan 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.