Pairwise benchmark snapshot · Aug 16, 2026
In this head-to-head showdown, Grok 4.6 delivers higher overall intelligence and human-preferred responses (Elo 1,592 vs 1,358), while Grok 4.6 leads in SWE-bench software engineering benchmarks (69.1%), while DeepSeek R1 is more budget-friendly at $2.19/1M per 1M output tokens, while Grok 4.6 provides faster response streaming (118 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.
9 direct benchmark disciplines evaluated across capability, speed, and cost
Open-weights reasoning model trained with large-scale RL.
xAI Aug 12 2026 post-training refresh of Grok 4.5. Same $2/$6 API price, 500k context, stronger agentic traces.
Simulate accuracy gains vs added response time & token cost
Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.
Δ 234 Arena Elo pts
118 tok/s
$2.19 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.
Category wins across reasoning intelligence, generation speed, and token cost.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
| Benchmark | DeepSeek R1 | Grok 4.6 | Advantage Delta |
|---|---|---|---|
| Preference Elo | +234 | ||
| Coding Elo | — | — | |
| LiveBench | +12.4% | ||
| SWE-bench | +3.9% | ||
| GPQA Diamond | +4.8% | ||
| Time to first token | +225 ms | ||
| Output speed | 62 tok/s | 118 tok/s | +56 tok/s |
| Input price | $0.55/1M | +$1.45/1M | |
| Output price | $2.19/1M | +$3.81/1M | |
| Context window | +372k |
Simulate monthly production API costs in USD (US Dollar).
DeepSeek R1 is estimated to save $107.90/month ($1,295/year).
Higher SWE-bench (69.1%).
Lower output list price ($2.19/1M).
Lower TTFT (195 ms).
Larger window (500k).
Grok 4.6 is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | Grok 4.6 | Higher SWE-bench (69.1%). |
| High-volume chat | DeepSeek R1 | Lower output list price ($2.19/1M). |
| Voice / low-latency UI | Grok 4.6 | Lower TTFT (195 ms). |
| Long-document RAG | Grok 4.6 | Larger window (500k). |
| Screenshots / vision | Grok 4.6 | Grok 4.6 is the side marked multimodal in the catalog. |
Brand hub remaps to top xAI vs top OpenAI. After Aug 12 that is Grok 4.6 vs Sol.
xAI’s Aug 12 2026 refresh of Grok 4.5. 500k context. The Grok vs ChatGPT hub remaps here.
2025-07 row. 4.6 is the buy. We keep 4 so upgrade pairs and old inbound links resolve.
Jan 2025 reasoning model. Still searched. V4 Pro is the newer DeepSeek buy.
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Verified Head-to-Head Telemetry
compare · Aug 12, 2026
Grok vs ChatGPT: price and Elo, not a personality contest
launch · Aug 12, 2026
Grok 4.6 (Aug 12): post-training refresh, same $2/$6 list
launch · Jul 10, 2025
Grok 4 remains the previous xAI flagship on this catalog
launch · Jan 20, 2025
DeepSeek R1 stays as the open-weights RL baseline
