Côte d’Ivoire · benchmarks

Benchmark routes in Côte d’Ivoire

Cost per accepted task for Côte d’Ivoire teams, including payment friction.

As of 2026-11-14. Live numbers: stats and status. Operator: Lacesse Ventures.

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Direct answer

Benchmark routes on cost per accepted task for your workload in Côte d’Ivoire, including payment friction. A declined 3-D Secure attempt or an FX margin can erase a 10% token-price advantage; test the wallet path, not just the model.

Live numbers as of 2026-11-14

These figures come from the public stats snapshot generated on 2026-11-14 from backend ledgers. They show volume and reliability only; they do not prove any single route wins your workload. Run your own 50 prompts before you move budget.

MetricValueWhat it tells you
All-time requests126,617109 days since launch
All-time tokens processed5,460,329,0092,299,586,240 served from cache
Requests, last 30 days116,1895,437,162,745 tokens across 82 active routes
Registered developers (all time)424Self-serve accounts, prepaid
Live model routes31Catalogue at /models; machine list at /v1/models
DeepSeek V4.1 Flash 1017, last 30 days63,202cache-hit rate 12.94%
DeepSeek V4.1 Flash Economy (free), last 30 days8,741cache-hit rate 97.36%; free window, not an SLA
30-day uptime98.95%88,390 health checks; status currently reports attention, re-check /status before production

What the routes cost right now

Prices are USD per 1M tokens, taken from the live registry snapshot dated 2026-11-14. The KES columns use the checkout rate of KES 133 = $1; your bank or card issuer may add its own conversion margin on top.

The catalogue is authoritative at /v1/models (the OpenAI-compatible listing) and at /models (the public card with context windows and rate limits). Check both before a production commitment; prices move with provider terms.

See the live list from your terminal: curl -s https://api.fikraapi.co.ke/v1/models -H "Authorization: Bearer YOUR_FIKRA_KEY"

Model IDInput / 1MCached input / 1MOutput / 1MInput KES / 1MOutput KES / 1M
deepseek-v4.1-flash-1017$0.05$0.0075$0.15KES 6.65KES 19.95
deepseek-v4.1-flash$0.05$0.0075$0.15KES 6.65KES 19.95
qwen3.8-27b$0.045$0.045$0.35KES 5.98KES 46.55
glm-5.3-flash$0.1875$0.0375$0.625KES 24.94KES 83.12
glm-5.3$1.225$0.225$3.85KES 162.93KES 512.05
kimi-k3$2.4375$0.24375$12.1875KES 324.19KES 1,620.94

How to read any benchmark in Côte d’Ivoire

  1. Accepted-task cost = wallet spend divided by responses that complete the task. Token sticker price is an input, not the result.
  2. Cache-hit share: 1017 served 12.94% cached input last 30 days while the free economy route hit 97.36%. Stable prefixes change the arithmetic.
  3. Latency measured from your network, not a data-centre vantage. p50 for interactive use; p95 if users wait on the answer.
  4. Unavailable routes are excluded, never estimated. If a route is not at /v1/models, it does not exist for your budget.
  5. Payment friction counts: card decline rate, FX margin and 3DS retries all belong in the denominator for teams in Côte d’Ivoire.

Reproduce it yourself before you budget

  1. Pull the live route list at /v1/models and pin the route IDs you test.
  2. Use your own API key and your own prompts; public suites are a smoke test, not buying evidence.
  3. Log request ID, route, tokens, cache hits, total cost and wall time for every run.
  4. Publish the full distribution to your team; one screenshot of one win is not a benchmark.

The XOF angle nobody prices in

Compare the wallet route against a card-billed foreign invoice using your actual bank statement: conversion rate, margin, foreign-transaction fee and any monthly card cost. At the Kenya checkout (KES 133 = $1, 3% processing fee, KES 136.99 charged for KES 133 credited) the arithmetic is exact; elsewhere it is your issuer's rate, so import last month's statement into the comparison.

How to start in Côte d’Ivoire in ten minutes

  1. Create the account at /account/signup and verify the email address.
  2. Copy the fk_live_ key from the dashboard and store it somewhere safe; it is shown once.
  3. Open /dashboard and pay by USD card. The minimum top-up is $5. Conversion from West African CFA franc happens at your card issuer's rate and fees, not at a Fikra-set rate. Kenya also shows M-Pesa and Airtel Money; Côte d’Ivoire does not.
  4. Point your OpenAI client at https://api.fikraapi.co.ke/v1 and set the model to deepseek-v4.1-flash-1017.
  5. Run 50 prompts from your own workload, then open /stats and the dashboard to check token spend and cache hits before you scale.
  6. Cap the key with a budget in the dashboard, keep the route that wins your prompt set, and drop the rest.
curl https://api.fikraapi.co.ke/v1/chat/completions \
  -H "Authorization: Bearer YOUR_FIKRA_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"deepseek-v4.1-flash-1017","messages":[{"role":"user","content":"Summarise this ticket in two lines."}]}'

Questions buyers ask

Can I pay from Côte d’Ivoire without a foreign credit card?

Not at this checkout. Côte d’Ivoire buyers pay by USD card; the Kenya checkout additionally shows M-Pesa and Airtel Money. Mobile money is not available outside Kenya on this checkout, so plan your funding path before onboarding a team.

How much do I need to start?

The minimum top-up is $5. Self-serve plans are prepaid per 30 days: Lite $10, Pro $25, Max $60. Every tier allows 3,000 requests per minute and 250,000 per day. There is no free production tier; free windows are trials.

Which model ID should I use first?

Use deepseek-v4.1-flash-1017 for text, code and summarisation at $0.05 input and $0.15 output per 1M tokens. Confirm it is listed at /v1/models before production, then compare against qwen3.8-27b and glm-5.3-flash on your own prompts.

Does Fikra sign an SLA?

No. Self-serve is prepaid and has no SLA. Platform 30-day uptime is published at /status (98.95% over 88,390 checks as of 2026-11-14, with status reported as attention). If you need a contractual commitment, contact support before you sign anything.

Where do I see my spend?

The dashboard shows balance and per-key usage; /stats publishes platform-wide telemetry from the same ledgers. Keep request IDs from production calls if you need to reconcile a charge.

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