Compare/Mistral 7B Instruct vs Granite 3.3 8B (Non-reasoning)

Mistral 7B InstructvsGranite 3.3 8B (Non-reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Mistral

Mistral 7B Instruct

Input
$0.25/M
Output
$0.25/M
Speed
122 tok/s
TTFT
0.76s
IBM

Granite 3.3 8B (Non-reasoning)

Input
$0.03/M
Output
$0.25/M
Speed
14 tok/s
TTFT
28.16s

Winner by Category

Cheaper
Granite 3.3 8B (Non-reasoning)
Faster (tok/s)
Mistral 7B Instruct
Lower Latency
Mistral 7B Instruct
Benchmarks (1-0)
Mistral 7B Instruct

Pricing Comparison

MetricMistral 7B InstructGranite 3.3 8B (Non-reasoning)
Input ($/M tokens)$0.25$0.03
Output ($/M tokens)$0.25$0.25
Cost for 1M input + 100K output tokens:
Mistral 7B Instruct$0.28
Granite 3.3 8B (Non-reasoning)$0.06

Speed Comparison

Output Speed (tokens/s) — higher is better
Mistral 7B Instruct
122 tok/s
Granite 3.3 8B (Non-reasoning)
14 tok/s
Time to First Token (seconds) — lower is better
Mistral 7B Instruct
0.76s
Granite 3.3 8B (Non-reasoning)
28.16s

Editorial Analysis

Verdict. Mistral 7B Instruct wins the overall benchmark matchup 1–0 across 1 overlapping categories, but raw benchmark score is only one input to the decision.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Granite 3.3 8B (Non-reasoning) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Granite 3.3 8B (Non-reasoning) makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Mistral 7B Instruct is strongest on Intelligence Index (1.7). Granite 3.3 8B (Non-reasoning) leads on Intelligence Index (1.3).

Speed. On throughput, Mistral 7B Instruct generates tokens at 122 tok/s versus 14 tok/s — about 88% faster. On time-to-first-token, Mistral 7B Instruct responds in 760ms vs 28160ms, which matters most for chat-style UIs.

Provider. Mistral and IBM sell to overlapping but distinct developer audiences: Mistral tends to ship frontier reasoning models with premium positioning, while IBM often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Mistral 7B Instruct costs $11.25 ($135/year); Granite 3.3 8B (Non-reasoning) costs $4.65 ($56/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Mistral 7B Instruct ≈ $1.75/run, Granite 3.3 8B (Non-reasoning) ≈ $0.65/run. At agent/realtime scale (200M input / 100M output per million requests): Mistral 7B Instruct ≈ $75/run, Granite 3.3 8B (Non-reasoning) ≈ $31/run. Granite 3.3 8B (Non-reasoning) becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • On throughput, Mistral 7B Instruct is 8.52× faster (122 tok/s vs 14 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.
  • Time-to-first-token differs by 37.1× — Mistral 7B Instruct responds in 760ms vs 28160ms. For interactive chat UIs this can matter more than raw benchmark wins.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
1.71.3
Coding Index
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Mistral 7B Instruct1 wins
0 winsGranite 3.3 8B (Non-reasoning)

Frequently Asked Questions

Which is cheaper, Mistral 7B Instruct or Granite 3.3 8B (Non-reasoning)?

Granite 3.3 8B (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.09/M tokens vs $0.25/M for Mistral 7B Instruct.

Which model performs better on benchmarks?

Mistral 7B Instruct wins 1 out of 12 benchmarks compared to 0 for Granite 3.3 8B (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Mistral 7B Instruct generates tokens faster at 122 tok/s vs 14 tok/s. Mistral 7B Instruct also has lower time-to-first-token (0.76s vs 28.16s).

When should I use Mistral 7B Instruct vs Granite 3.3 8B (Non-reasoning)?

Choose based on your priorities: Granite 3.3 8B (Non-reasoning) for lower cost, Mistral 7B Instruct for stronger benchmark performance, and Mistral 7B Instruct for faster generation. For latency-sensitive apps, check the TTFT comparison above.